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+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/rieioa/Lab2_04/blob/master/2.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "\n",
+        "from google.colab import drive\n",
+        "drive.mount('/content/drive')"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "UBxO4CVlIZA_",
+        "outputId": "ff6f3fcf-c336-48aa-9011-84dd67481652"
+      },
+      "id": "UBxO4CVlIZA_",
+      "execution_count": 1,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Mounted at /content/drive\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import os\n",
+        "os.chdir('/content/drive/MyDrive/SCPC')"
+      ],
+      "metadata": {
+        "id": "8yGDayClKyAB"
+      },
+      "id": "8yGDayClKyAB",
+      "execution_count": 2,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "id": "682fc584-1b99-48fe-adc8-aed979cdfd86",
+      "metadata": {
+        "id": "682fc584-1b99-48fe-adc8-aed979cdfd86"
+      },
+      "source": [
+        "## Import"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "!pip install ftfy regex tqdm\n",
+        "!pip install git+https://github.com/openai/CLIP.git\n",
+        "\n",
+        "import clip"
+      ],
+      "metadata": {
+        "id": "GkffGWYBg5Ho"
+      },
+      "id": "GkffGWYBg5Ho",
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "22c55d00-2d87-4588-b7c2-f47dcd748d8e",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "22c55d00-2d87-4588-b7c2-f47dcd748d8e",
+        "outputId": "22b8b976-ce6a-4c50-f8de-29c6701ed664"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Using device: cuda\n"
+          ]
+        }
+      ],
+      "source": [
+        "import os\n",
+        "import re\n",
+        "import torch\n",
+        "import random\n",
+        "import warnings\n",
+        "import numpy as np\n",
+        "import pandas as pd\n",
+        "from PIL import Image\n",
+        "from tqdm import tqdm\n",
+        "from transformers import Blip2Processor, Blip2ForConditionalGeneration\n",
+        "\n",
+        "# 환경 설정\n",
+        "warnings.filterwarnings(\"ignore\")\n",
+        "os.environ[\"CUDA_VISIBLE_DEVICES\"] = \"0\"\n",
+        "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
+        "print(\"✅ Using device:\", device)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "605807fd-4ec4-4dd9-bd83-d03b33ae2024",
+      "metadata": {
+        "id": "605807fd-4ec4-4dd9-bd83-d03b33ae2024"
+      },
+      "source": [
+        "## Fixed RandomSeed"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "fe70c150-7593-4508-acad-332e1f745fb7",
+      "metadata": {
+        "id": "fe70c150-7593-4508-acad-332e1f745fb7"
+      },
+      "outputs": [],
+      "source": [
+        "# 시드 고정\n",
+        "def seed_everything(seed=42):\n",
+        "    random.seed(seed)\n",
+        "    np.random.seed(seed)\n",
+        "    torch.manual_seed(seed)\n",
+        "    torch.cuda.manual_seed_all(seed)\n",
+        "    torch.backends.cudnn.deterministic = True\n",
+        "    torch.backends.cudnn.benchmark = False\n",
+        "\n",
+        "seed_everything()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "06e09582-275d-4112-96b0-ddd751bc2b7d",
+      "metadata": {
+        "id": "06e09582-275d-4112-96b0-ddd751bc2b7d"
+      },
+      "source": [
+        "## Load Pre-trained Model"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "91e30e78-6d61-46c7-8795-5c82fa774946",
+      "metadata": {
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+        "id": "91e30e78-6d61-46c7-8795-5c82fa774946",
+        "outputId": "95d6ed9a-6e14-4e16-87b7-8d053cac2e4f"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "Using a slow image processor as `use_fast` is unset and a slow processor was saved with this model. `use_fast=True` will be the default behavior in v4.52, even if the model was saved with a slow processor. This will result in minor differences in outputs. You'll still be able to use a slow processor with `use_fast=False`.\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "preprocessor_config.json:   0%|          | 0.00/432 [00:00<?, ?B/s]"
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+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "82e2d3b67ac948f4a4281a958ad40e3e"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "model-00002-of-00002.safetensors:   0%|          | 0.00/4.98G [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "20bb6783aa474aeab64c15457175357c"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "model-00001-of-00002.safetensors:   0%|          | 0.00/10.0G [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "792bb20e2005461ead893c90cbc96e37"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "58b9acb46f2941459358b91a645fefec"
+            }
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "generation_config.json:   0%|          | 0.00/141 [00:00<?, ?B/s]"
+            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "version_major": 2,
+              "version_minor": 0,
+              "model_id": "633125e2eae44447aebbf08a602cbaa1"
+            }
+          },
+          "metadata": {}
+        }
+      ],
+      "source": [
+        "# 모델 로딩\n",
+        "processor = Blip2Processor.from_pretrained(\"Salesforce/blip2-opt-2.7b\")\n",
+        "model = Blip2ForConditionalGeneration.from_pretrained(\n",
+        "    \"Salesforce/blip2-opt-2.7b\",\n",
+        "    device_map=\"auto\",\n",
+        "    torch_dtype=torch.float16\n",
+        ")"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# CLIP model\n",
+        "model, preprocess = clip.load(\"ViT-B/32\", device=device)\n",
+        "CSV_PATH = \"./dev_test.csv\"\n",
+        "SUBMISSION_PATH = \"sample_submission.csv\"\n",
+        "\n",
+        "df = pd.read_csv(CSV_PATH)\n",
+        "submission = pd.read_csv(SUBMISSION_PATH)\n",
+        "\n",
+        "all_data = []  # 전체 이미지에 대한 question+answer 리스트 모음\n",
+        "\n",
+        "for _, row in df.iterrows():\n",
+        "    index = row[\"ID\"]\n",
+        "    image_path = row[\"img_path\"]\n",
+        "    question = row[\"Question\"]\n",
+        "    choices = [row[\"A\"], row[\"B\"], row[\"C\"], row[\"D\"]]\n",
+        "    texts = [f\"{question} {choice}\" for choice in choices]\n",
+        "\n",
+        "    all_data.append({\n",
+        "        \"ID\": index,\n",
+        "        \"images\": image_path,\n",
+        "        \"texts\": texts\n",
+        "    })\n",
+        "\n",
+        "predictions = []\n",
+        "\n",
+        "for item in all_data:\n",
+        "    image = preprocess(Image.open(item[\"images\"]).convert(\"RGB\")).unsqueeze(0).to(device)\n",
+        "    text_tokens = clip.tokenize(item[\"texts\"]).to(device)\n",
+        "    with torch.no_grad():\n",
+        "        image_features = model.encode_image(image)\n",
+        "        text_features = model.encode_text(text_tokens)\n",
+        "        image_features /= image_features.norm(dim=-1, keepdim=True)\n",
+        "        text_features /= text_features.norm(dim=-1, keepdim=True)\n",
+        "        similarity = image_features @ text_features.T\n",
+        "        pred_index = similarity.argmax().item()\n",
+        "        pred_label = [\"A\", \"B\", \"C\", \"D\"][pred_index]\n",
+        "    predictions.append(pred_label)\n",
+        "\n",
+        "submission[\"answer\"] = predictions\n",
+        "submission.to_csv(\"clip_submission.csv\", index=False)\n",
+        "print(\"✅ clip_submission.csv 저장 완료!\")"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "cGMV2S-Wh9HB",
+        "outputId": "3561604d-8c76-4c47-ec77-3ad8b209f107"
+      },
+      "id": "cGMV2S-Wh9HB",
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "100%|███████████████████████████████████████| 338M/338M [00:08<00:00, 41.3MiB/s]\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "c455b654-41a2-4bcd-b4d8-08c8eaa3c8d9",
+      "metadata": {
+        "id": "c455b654-41a2-4bcd-b4d8-08c8eaa3c8d9"
+      },
+      "source": [
+        "## Inference"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "5af6d502-8a17-44f0-8343-c56a8748b383",
+      "metadata": {
+        "id": "5af6d502-8a17-44f0-8343-c56a8748b383"
+      },
+      "outputs": [],
+      "source": [
+        "# 정답 알파벳 추출 함수\n",
+        "def extract_answer_letter(text):\n",
+        "    match = re.search(r\"Answer:\\s*([A-Da-d])\\b\", text)\n",
+        "    return match.group(1).upper() if match else \"?\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "ca652b3d-bdda-42af-8287-5a281fb318c1",
+      "metadata": {
+        "scrolled": true,
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "ca652b3d-bdda-42af-8287-5a281fb318c1",
+        "outputId": "ba2b12e2-2748-47c4-9c20-ec55ec7b4908"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "  0%|          | 0/852 [00:00<?, ?it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  0%|          | 1/852 [00:02<39:26,  2.78s/it]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  0%|          | 2/852 [00:03<21:57,  1.55s/it]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  0%|          | 3/852 [00:04<16:24,  1.16s/it]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  0%|          | 4/852 [00:04<13:10,  1.07it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  1%|          | 5/852 [00:05<11:25,  1.24it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  1%|          | 6/852 [00:05<10:34,  1.33it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  1%|          | 7/852 [00:06<10:58,  1.28it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  1%|          | 8/852 [00:07<10:35,  1.33it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  1%|          | 9/852 [00:07<09:25,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  1%|          | 10/852 [00:08<09:59,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  1%|▏         | 11/852 [00:09<10:12,  1.37it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  1%|▏         | 12/852 [00:10<09:49,  1.42it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  2%|▏         | 13/852 [00:10<09:46,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  2%|▏         | 14/852 [00:11<09:39,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  2%|▏         | 15/852 [00:12<09:25,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  2%|▏         | 16/852 [00:12<09:19,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  2%|▏         | 17/852 [00:13<09:30,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  2%|▏         | 18/852 [00:14<08:48,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  2%|▏         | 19/852 [00:14<08:46,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  2%|▏         | 20/852 [00:15<08:56,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  2%|▏         | 21/852 [00:16<09:18,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  3%|▎         | 22/852 [00:16<09:57,  1.39it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  3%|▎         | 23/852 [00:17<09:03,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  3%|▎         | 24/852 [00:18<09:11,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  3%|▎         | 25/852 [00:18<09:01,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  3%|▎         | 26/852 [00:19<08:42,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  3%|▎         | 27/852 [00:20<08:43,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  3%|▎         | 28/852 [00:20<08:45,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  3%|▎         | 29/852 [00:21<08:58,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  4%|▎         | 30/852 [00:22<09:20,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  4%|▎         | 31/852 [00:22<09:24,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  4%|▍         | 32/852 [00:23<09:16,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  4%|▍         | 33/852 [00:24<09:54,  1.38it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  4%|▍         | 34/852 [00:25<10:12,  1.34it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  4%|▍         | 35/852 [00:25<09:58,  1.36it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  4%|▍         | 36/852 [00:26<09:33,  1.42it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  4%|▍         | 37/852 [00:27<09:34,  1.42it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  4%|▍         | 38/852 [00:27<09:25,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  5%|▍         | 39/852 [00:28<09:13,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  5%|▍         | 40/852 [00:29<09:20,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  5%|▍         | 41/852 [00:29<09:09,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  5%|▍         | 42/852 [00:30<09:08,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  5%|▌         | 43/852 [00:31<09:32,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  5%|▌         | 44/852 [00:31<09:14,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  5%|▌         | 45/852 [00:32<09:39,  1.39it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  5%|▌         | 46/852 [00:33<09:36,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  6%|▌         | 47/852 [00:34<09:26,  1.42it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  6%|▌         | 48/852 [00:34<09:07,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  6%|▌         | 49/852 [00:35<08:56,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  6%|▌         | 50/852 [00:36<09:30,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  6%|▌         | 51/852 [00:36<09:21,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  6%|▌         | 52/852 [00:37<09:00,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  6%|▌         | 53/852 [00:38<09:32,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  6%|▋         | 54/852 [00:38<09:15,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  6%|▋         | 55/852 [00:39<09:08,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  7%|▋         | 56/852 [00:40<09:28,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  7%|▋         | 57/852 [00:41<09:32,  1.39it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  7%|▋         | 58/852 [00:41<08:35,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  7%|▋         | 59/852 [00:42<08:28,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  7%|▋         | 60/852 [00:42<08:19,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  7%|▋         | 61/852 [00:43<08:19,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  7%|▋         | 62/852 [00:44<08:51,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  7%|▋         | 63/852 [00:45<09:22,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  8%|▊         | 64/852 [00:45<09:02,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  8%|▊         | 65/852 [00:46<08:43,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  8%|▊         | 66/852 [00:46<08:45,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  8%|▊         | 67/852 [00:47<08:40,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  8%|▊         | 68/852 [00:48<08:51,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  8%|▊         | 69/852 [00:48<08:42,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  8%|▊         | 70/852 [00:49<09:07,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  8%|▊         | 71/852 [00:50<08:57,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  8%|▊         | 72/852 [00:50<08:38,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  9%|▊         | 73/852 [00:51<08:35,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  9%|▊         | 74/852 [00:52<08:20,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  9%|▉         | 75/852 [00:52<08:16,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  9%|▉         | 76/852 [00:53<08:24,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  9%|▉         | 77/852 [00:54<08:17,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  9%|▉         | 78/852 [00:54<08:21,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  9%|▉         | 79/852 [00:55<08:29,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "  9%|▉         | 80/852 [00:56<08:20,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 10%|▉         | 81/852 [00:57<09:12,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 10%|▉         | 82/852 [00:57<08:58,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 10%|▉         | 83/852 [00:58<08:41,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 10%|▉         | 84/852 [00:58<08:20,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 10%|▉         | 85/852 [00:59<08:49,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 10%|█         | 86/852 [01:00<09:14,  1.38it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 10%|█         | 87/852 [01:01<09:11,  1.39it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 10%|█         | 88/852 [01:01<09:26,  1.35it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 10%|█         | 89/852 [01:02<08:54,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 11%|█         | 90/852 [01:03<08:59,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 11%|█         | 91/852 [01:03<08:41,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 11%|█         | 92/852 [01:04<08:34,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 11%|█         | 93/852 [01:05<08:25,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 11%|█         | 94/852 [01:06<08:45,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 11%|█         | 95/852 [01:06<08:28,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 11%|█▏        | 96/852 [01:07<08:10,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 11%|█▏        | 97/852 [01:07<08:09,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 12%|█▏        | 98/852 [01:08<08:23,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 12%|█▏        | 99/852 [01:09<08:18,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 12%|█▏        | 100/852 [01:09<08:00,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 12%|█▏        | 101/852 [01:10<08:02,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 12%|█▏        | 102/852 [01:11<08:07,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 12%|█▏        | 103/852 [01:11<08:03,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 12%|█▏        | 104/852 [01:12<08:00,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 12%|█▏        | 105/852 [01:13<08:03,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 12%|█▏        | 106/852 [01:13<08:21,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 13%|█▎        | 107/852 [01:14<08:12,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 13%|█▎        | 108/852 [01:15<08:51,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 13%|█▎        | 109/852 [01:15<08:32,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 13%|█▎        | 110/852 [01:16<07:45,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 13%|█▎        | 111/852 [01:16<07:34,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 13%|█▎        | 112/852 [01:17<07:44,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 13%|█▎        | 113/852 [01:18<07:42,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 13%|█▎        | 114/852 [01:18<07:38,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 13%|█▎        | 115/852 [01:19<07:18,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 14%|█▎        | 116/852 [01:20<07:41,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 14%|█▎        | 117/852 [01:20<07:22,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 14%|█▍        | 118/852 [01:21<07:22,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 14%|█▍        | 119/852 [01:21<07:38,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 14%|█▍        | 120/852 [01:22<07:36,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 14%|█▍        | 121/852 [01:23<07:49,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 14%|█▍        | 122/852 [01:23<07:48,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 14%|█▍        | 123/852 [01:24<08:07,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 15%|█▍        | 124/852 [01:25<08:12,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 15%|█▍        | 125/852 [01:25<08:11,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 15%|█▍        | 126/852 [01:26<08:05,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 15%|█▍        | 127/852 [01:27<08:02,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 15%|█▌        | 128/852 [01:28<08:22,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 15%|█▌        | 129/852 [01:28<08:10,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 15%|█▌        | 130/852 [01:29<08:50,  1.36it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 15%|█▌        | 131/852 [01:30<08:41,  1.38it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 15%|█▌        | 132/852 [01:30<07:48,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 16%|█▌        | 133/852 [01:31<07:33,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 16%|█▌        | 134/852 [01:31<07:22,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 16%|█▌        | 135/852 [01:32<08:00,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 16%|█▌        | 136/852 [01:33<07:49,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 16%|█▌        | 137/852 [01:33<07:13,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 16%|█▌        | 138/852 [01:34<07:21,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 16%|█▋        | 139/852 [01:35<07:21,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 16%|█▋        | 140/852 [01:35<08:07,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 17%|█▋        | 141/852 [01:36<07:56,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 17%|█▋        | 142/852 [01:37<07:44,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 17%|█▋        | 143/852 [01:37<07:48,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 17%|█▋        | 144/852 [01:38<07:16,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 17%|█▋        | 145/852 [01:39<08:10,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 17%|█▋        | 146/852 [01:39<07:48,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 17%|█▋        | 147/852 [01:40<07:52,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 17%|█▋        | 148/852 [01:41<07:33,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 17%|█▋        | 149/852 [01:41<07:46,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 18%|█▊        | 150/852 [01:42<07:21,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 18%|█▊        | 151/852 [01:43<07:55,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 18%|█▊        | 152/852 [01:43<07:43,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 18%|█▊        | 153/852 [01:44<07:06,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 18%|█▊        | 154/852 [01:45<07:47,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 18%|█▊        | 155/852 [01:45<07:08,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 18%|█▊        | 156/852 [01:46<07:12,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 18%|█▊        | 157/852 [01:46<07:13,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 19%|█▊        | 158/852 [01:47<07:15,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 19%|█▊        | 159/852 [01:47<06:47,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 19%|█▉        | 160/852 [01:48<06:29,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 19%|█▉        | 161/852 [01:48<06:14,  1.84it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 19%|█▉        | 162/852 [01:49<06:29,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 19%|█▉        | 163/852 [01:50<06:25,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 19%|█▉        | 164/852 [01:50<06:36,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 19%|█▉        | 165/852 [01:51<06:59,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 19%|█▉        | 166/852 [01:52<07:18,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 20%|█▉        | 167/852 [01:52<07:21,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 20%|█▉        | 168/852 [01:53<07:19,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 20%|█▉        | 169/852 [01:54<07:13,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 20%|█▉        | 170/852 [01:54<06:40,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 20%|██        | 171/852 [01:55<06:53,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 20%|██        | 172/852 [01:55<07:26,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 20%|██        | 173/852 [01:56<07:20,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 20%|██        | 174/852 [01:57<07:27,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 21%|██        | 175/852 [01:57<07:21,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 21%|██        | 176/852 [01:58<07:41,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 21%|██        | 177/852 [01:59<07:33,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 21%|██        | 178/852 [01:59<07:16,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 21%|██        | 179/852 [02:00<06:48,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 21%|██        | 180/852 [02:01<07:11,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 21%|██        | 181/852 [02:01<07:14,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 21%|██▏       | 182/852 [02:02<07:08,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 21%|██▏       | 183/852 [02:03<07:24,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 22%|██▏       | 184/852 [02:03<07:25,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 22%|██▏       | 185/852 [02:04<07:16,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 22%|██▏       | 186/852 [02:04<07:01,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 22%|██▏       | 187/852 [02:05<07:12,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 22%|██▏       | 188/852 [02:06<06:58,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 22%|██▏       | 189/852 [02:06<06:55,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 22%|██▏       | 190/852 [02:07<06:37,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 22%|██▏       | 191/852 [02:08<06:53,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 23%|██▎       | 192/852 [02:08<06:46,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 23%|██▎       | 193/852 [02:09<07:16,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 23%|██▎       | 194/852 [02:10<07:13,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 23%|██▎       | 195/852 [02:10<07:18,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 23%|██▎       | 196/852 [02:11<07:16,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 23%|██▎       | 197/852 [02:12<06:59,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 23%|██▎       | 198/852 [02:12<07:27,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 23%|██▎       | 199/852 [02:13<07:23,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 23%|██▎       | 200/852 [02:14<07:21,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 24%|██▎       | 201/852 [02:14<07:10,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 24%|██▎       | 202/852 [02:15<06:45,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 24%|██▍       | 203/852 [02:16<06:55,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 24%|██▍       | 204/852 [02:16<06:33,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 24%|██▍       | 205/852 [02:17<07:01,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 24%|██▍       | 206/852 [02:17<07:03,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 24%|██▍       | 207/852 [02:18<07:29,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 24%|██▍       | 208/852 [02:19<07:47,  1.38it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 25%|██▍       | 209/852 [02:20<07:34,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 25%|██▍       | 210/852 [02:20<07:12,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 25%|██▍       | 211/852 [02:21<07:01,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 25%|██▍       | 212/852 [02:22<07:01,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 25%|██▌       | 213/852 [02:22<06:58,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 25%|██▌       | 214/852 [02:23<06:52,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 25%|██▌       | 215/852 [02:24<06:50,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 25%|██▌       | 216/852 [02:24<07:03,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 25%|██▌       | 217/852 [02:25<07:04,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 26%|██▌       | 218/852 [02:26<06:57,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 26%|██▌       | 219/852 [02:26<06:38,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 26%|██▌       | 220/852 [02:27<06:29,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 26%|██▌       | 221/852 [02:27<07:07,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 26%|██▌       | 222/852 [02:28<07:02,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 26%|██▌       | 223/852 [02:29<06:57,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 26%|██▋       | 224/852 [02:30<07:05,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 26%|██▋       | 225/852 [02:30<06:26,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 27%|██▋       | 226/852 [02:31<06:28,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 27%|██▋       | 227/852 [02:31<06:33,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 27%|██▋       | 228/852 [02:32<06:34,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 27%|██▋       | 229/852 [02:33<06:29,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 27%|██▋       | 230/852 [02:33<06:28,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 27%|██▋       | 231/852 [02:34<06:22,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 27%|██▋       | 232/852 [02:34<06:34,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 27%|██▋       | 233/852 [02:35<06:35,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 27%|██▋       | 234/852 [02:36<06:38,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 28%|██▊       | 235/852 [02:36<07:00,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 28%|██▊       | 236/852 [02:37<06:24,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 28%|██▊       | 237/852 [02:38<07:01,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 28%|██▊       | 238/852 [02:39<07:31,  1.36it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 28%|██▊       | 239/852 [02:39<06:52,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 28%|██▊       | 240/852 [02:40<07:27,  1.37it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 28%|██▊       | 241/852 [02:41<07:07,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 28%|██▊       | 242/852 [02:41<07:08,  1.42it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 29%|██▊       | 243/852 [02:42<06:31,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 29%|██▊       | 244/852 [02:43<06:32,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 29%|██▉       | 245/852 [02:43<06:12,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 29%|██▉       | 246/852 [02:44<06:24,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 29%|██▉       | 247/852 [02:45<06:55,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 29%|██▉       | 248/852 [02:45<06:27,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 29%|██▉       | 249/852 [02:46<06:19,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 29%|██▉       | 250/852 [02:46<05:54,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 29%|██▉       | 251/852 [02:47<06:28,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 30%|██▉       | 252/852 [02:48<06:30,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 30%|██▉       | 253/852 [02:48<06:30,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 30%|██▉       | 254/852 [02:49<06:00,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 30%|██▉       | 255/852 [02:50<06:48,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 30%|███       | 256/852 [02:50<06:20,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 30%|███       | 257/852 [02:51<05:51,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 30%|███       | 258/852 [02:51<06:06,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 30%|███       | 259/852 [02:52<06:30,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 31%|███       | 260/852 [02:53<06:30,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 31%|███       | 261/852 [02:53<06:00,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 31%|███       | 262/852 [02:54<06:37,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 31%|███       | 263/852 [02:55<06:29,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 31%|███       | 264/852 [02:55<06:48,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 31%|███       | 265/852 [02:56<06:08,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 31%|███       | 266/852 [02:57<06:54,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 31%|███▏      | 267/852 [02:58<06:56,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 31%|███▏      | 268/852 [02:58<07:06,  1.37it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 32%|███▏      | 269/852 [02:59<06:52,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 32%|███▏      | 270/852 [03:00<06:58,  1.39it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 32%|███▏      | 271/852 [03:01<07:09,  1.35it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 32%|███▏      | 272/852 [03:01<06:43,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 32%|███▏      | 273/852 [03:02<06:25,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 32%|███▏      | 274/852 [03:03<06:48,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 32%|███▏      | 275/852 [03:03<06:42,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 32%|███▏      | 276/852 [03:04<07:07,  1.35it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 33%|███▎      | 277/852 [03:05<06:48,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 33%|███▎      | 278/852 [03:05<06:08,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 33%|███▎      | 279/852 [03:06<06:05,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 33%|███▎      | 280/852 [03:06<06:13,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 33%|███▎      | 281/852 [03:07<06:09,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 33%|███▎      | 282/852 [03:08<05:36,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 33%|███▎      | 283/852 [03:08<05:37,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 33%|███▎      | 284/852 [03:09<06:23,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 33%|███▎      | 285/852 [03:10<06:15,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 34%|███▎      | 286/852 [03:10<05:47,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 34%|███▎      | 287/852 [03:11<06:40,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 34%|███▍      | 288/852 [03:12<06:30,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 34%|███▍      | 289/852 [03:12<06:15,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 34%|███▍      | 290/852 [03:13<06:05,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 34%|███▍      | 291/852 [03:14<05:57,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 34%|███▍      | 292/852 [03:14<06:00,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 34%|███▍      | 293/852 [03:15<06:05,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 35%|███▍      | 294/852 [03:16<06:07,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 35%|███▍      | 295/852 [03:16<05:44,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 35%|███▍      | 296/852 [03:17<05:31,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 35%|███▍      | 297/852 [03:17<05:17,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 35%|███▍      | 298/852 [03:18<05:16,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 35%|███▌      | 299/852 [03:18<05:22,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 35%|███▌      | 300/852 [03:19<05:21,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 35%|███▌      | 301/852 [03:19<05:10,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 35%|███▌      | 302/852 [03:20<05:01,  1.83it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 36%|███▌      | 303/852 [03:21<05:23,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 36%|███▌      | 304/852 [03:21<05:31,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 36%|███▌      | 305/852 [03:22<05:18,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 36%|███▌      | 306/852 [03:22<05:29,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 36%|███▌      | 307/852 [03:23<05:55,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 36%|███▌      | 308/852 [03:24<05:57,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 36%|███▋      | 309/852 [03:25<05:52,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 36%|███▋      | 310/852 [03:25<05:28,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 37%|███▋      | 311/852 [03:26<05:04,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 37%|███▋      | 312/852 [03:26<04:55,  1.83it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 37%|███▋      | 313/852 [03:27<05:26,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 37%|███▋      | 314/852 [03:28<05:49,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 37%|███▋      | 315/852 [03:28<05:52,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 37%|███▋      | 316/852 [03:29<06:00,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 37%|███▋      | 317/852 [03:30<05:58,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 37%|███▋      | 318/852 [03:30<05:47,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 37%|███▋      | 319/852 [03:31<05:40,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 38%|███▊      | 320/852 [03:31<05:16,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 38%|███▊      | 321/852 [03:32<05:49,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 38%|███▊      | 322/852 [03:33<06:00,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 38%|███▊      | 323/852 [03:33<05:32,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 38%|███▊      | 324/852 [03:34<05:33,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 38%|███▊      | 325/852 [03:35<05:33,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 38%|███▊      | 326/852 [03:35<05:28,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 38%|███▊      | 327/852 [03:36<05:33,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 38%|███▊      | 328/852 [03:36<05:15,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 39%|███▊      | 329/852 [03:37<05:28,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 39%|███▊      | 330/852 [03:38<05:32,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 39%|███▉      | 331/852 [03:38<05:10,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 39%|███▉      | 332/852 [03:39<04:56,  1.76it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 39%|███▉      | 333/852 [03:39<04:40,  1.85it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 39%|███▉      | 334/852 [03:40<04:56,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 39%|███▉      | 335/852 [03:40<04:54,  1.76it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 39%|███▉      | 336/852 [03:41<05:07,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 40%|███▉      | 337/852 [03:42<05:12,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 40%|███▉      | 338/852 [03:42<05:08,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 40%|███▉      | 339/852 [03:43<05:54,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 40%|███▉      | 340/852 [03:44<06:11,  1.38it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 40%|████      | 341/852 [03:45<06:01,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 40%|████      | 342/852 [03:45<05:27,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 40%|████      | 343/852 [03:46<05:19,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 40%|████      | 344/852 [03:46<05:24,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 40%|████      | 345/852 [03:47<05:51,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 41%|████      | 346/852 [03:48<05:22,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 41%|████      | 347/852 [03:49<05:54,  1.42it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 41%|████      | 348/852 [03:49<05:43,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 41%|████      | 349/852 [03:50<05:14,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 41%|████      | 350/852 [03:50<05:11,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 41%|████      | 351/852 [03:51<05:13,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 41%|████▏     | 352/852 [03:52<05:29,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 41%|████▏     | 353/852 [03:53<05:51,  1.42it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 42%|████▏     | 354/852 [03:53<05:46,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 42%|████▏     | 355/852 [03:54<06:01,  1.37it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 42%|████▏     | 356/852 [03:54<05:28,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 42%|████▏     | 357/852 [03:55<05:26,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 42%|████▏     | 358/852 [03:56<04:59,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 42%|████▏     | 359/852 [03:56<05:04,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 42%|████▏     | 360/852 [03:57<04:47,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 42%|████▏     | 361/852 [03:57<04:57,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 42%|████▏     | 362/852 [03:58<04:59,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 43%|████▎     | 363/852 [03:59<04:44,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 43%|████▎     | 364/852 [03:59<04:52,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 43%|████▎     | 365/852 [04:00<04:34,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 43%|████▎     | 366/852 [04:00<04:42,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 43%|████▎     | 367/852 [04:01<04:53,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 43%|████▎     | 368/852 [04:02<05:17,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 43%|████▎     | 369/852 [04:02<05:29,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 43%|████▎     | 370/852 [04:03<05:25,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 44%|████▎     | 371/852 [04:04<04:52,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 44%|████▎     | 372/852 [04:04<04:59,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 44%|████▍     | 373/852 [04:05<04:46,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 44%|████▍     | 374/852 [04:05<04:29,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 44%|████▍     | 375/852 [04:06<04:27,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 44%|████▍     | 376/852 [04:07<04:57,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 44%|████▍     | 377/852 [04:07<04:37,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 44%|████▍     | 378/852 [04:08<05:05,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 44%|████▍     | 379/852 [04:08<04:59,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 45%|████▍     | 380/852 [04:09<04:55,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 45%|████▍     | 381/852 [04:10<05:21,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 45%|████▍     | 382/852 [04:10<04:45,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 45%|████▍     | 383/852 [04:11<04:39,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 45%|████▌     | 384/852 [04:11<04:19,  1.80it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 45%|████▌     | 385/852 [04:12<04:15,  1.83it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 45%|████▌     | 386/852 [04:13<04:33,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 45%|████▌     | 387/852 [04:13<04:39,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 46%|████▌     | 388/852 [04:14<05:05,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 46%|████▌     | 389/852 [04:15<04:47,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 46%|████▌     | 390/852 [04:15<04:28,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 46%|████▌     | 391/852 [04:16<04:34,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 46%|████▌     | 392/852 [04:16<04:37,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 46%|████▌     | 393/852 [04:17<05:18,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 46%|████▌     | 394/852 [04:18<05:14,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 46%|████▋     | 395/852 [04:18<04:52,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 46%|████▋     | 396/852 [04:19<04:35,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 47%|████▋     | 397/852 [04:19<04:19,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 47%|████▋     | 398/852 [04:20<04:07,  1.84it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 47%|████▋     | 399/852 [04:20<04:09,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 47%|████▋     | 400/852 [04:21<04:46,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 47%|████▋     | 401/852 [04:22<04:39,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 47%|████▋     | 402/852 [04:23<04:57,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 47%|████▋     | 403/852 [04:23<04:42,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 47%|████▋     | 404/852 [04:24<05:02,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 48%|████▊     | 405/852 [04:25<04:53,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 48%|████▊     | 406/852 [04:25<04:33,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 48%|████▊     | 407/852 [04:26<04:59,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 48%|████▊     | 408/852 [04:26<04:34,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 48%|████▊     | 409/852 [04:27<04:36,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 48%|████▊     | 410/852 [04:28<04:46,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 48%|████▊     | 411/852 [04:28<04:43,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 48%|████▊     | 412/852 [04:29<04:42,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 48%|████▊     | 413/852 [04:30<04:37,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 49%|████▊     | 414/852 [04:30<04:21,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 49%|████▊     | 415/852 [04:31<04:18,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 49%|████▉     | 416/852 [04:31<04:22,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 49%|████▉     | 417/852 [04:32<04:23,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 49%|████▉     | 418/852 [04:32<04:10,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 49%|████▉     | 419/852 [04:33<03:58,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 49%|████▉     | 420/852 [04:33<03:50,  1.88it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 49%|████▉     | 421/852 [04:34<04:05,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 50%|████▉     | 422/852 [04:35<04:03,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 50%|████▉     | 423/852 [04:35<04:17,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 50%|████▉     | 424/852 [04:36<04:05,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 50%|████▉     | 425/852 [04:37<04:17,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 50%|█████     | 426/852 [04:37<04:06,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 50%|█████     | 427/852 [04:38<03:56,  1.80it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 50%|█████     | 428/852 [04:38<03:52,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 50%|█████     | 429/852 [04:39<04:03,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 50%|█████     | 430/852 [04:39<04:08,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 51%|█████     | 431/852 [04:40<04:10,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 51%|█████     | 432/852 [04:41<04:19,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 51%|█████     | 433/852 [04:41<04:07,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 51%|█████     | 434/852 [04:42<03:58,  1.76it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 51%|█████     | 435/852 [04:42<04:04,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 51%|█████     | 436/852 [04:43<04:03,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 51%|█████▏    | 437/852 [04:43<03:58,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 51%|█████▏    | 438/852 [04:44<04:13,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 52%|█████▏    | 439/852 [04:45<04:10,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 52%|█████▏    | 440/852 [04:45<04:12,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 52%|█████▏    | 441/852 [04:46<04:01,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 52%|█████▏    | 442/852 [04:47<04:06,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 52%|█████▏    | 443/852 [04:47<04:08,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 52%|█████▏    | 444/852 [04:48<04:25,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 52%|█████▏    | 445/852 [04:48<04:14,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 52%|█████▏    | 446/852 [04:49<04:21,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 52%|█████▏    | 447/852 [04:50<04:14,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 53%|█████▎    | 448/852 [04:50<04:11,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 53%|█████▎    | 449/852 [04:51<04:31,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 53%|█████▎    | 450/852 [04:52<04:10,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 53%|█████▎    | 451/852 [04:52<04:12,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 53%|█████▎    | 452/852 [04:53<04:16,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 53%|█████▎    | 453/852 [04:53<04:04,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 53%|█████▎    | 454/852 [04:54<03:51,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 53%|█████▎    | 455/852 [04:55<03:51,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 54%|█████▎    | 456/852 [04:55<03:48,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 54%|█████▎    | 457/852 [04:56<03:42,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 54%|█████▍    | 458/852 [04:56<03:30,  1.88it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 54%|█████▍    | 459/852 [04:57<03:30,  1.87it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 54%|█████▍    | 460/852 [04:57<03:39,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 54%|█████▍    | 461/852 [04:58<03:46,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 54%|█████▍    | 462/852 [04:59<03:47,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 54%|█████▍    | 463/852 [04:59<03:48,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 54%|█████▍    | 464/852 [05:00<03:40,  1.76it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 55%|█████▍    | 465/852 [05:00<03:54,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 55%|█████▍    | 466/852 [05:01<03:58,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 55%|█████▍    | 467/852 [05:01<03:46,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 55%|█████▍    | 468/852 [05:02<03:39,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 55%|█████▌    | 469/852 [05:03<04:02,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 55%|█████▌    | 470/852 [05:04<04:11,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 55%|█████▌    | 471/852 [05:04<04:17,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 55%|█████▌    | 472/852 [05:05<04:45,  1.33it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 56%|█████▌    | 473/852 [05:06<04:19,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 56%|█████▌    | 474/852 [05:06<04:15,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 56%|█████▌    | 475/852 [05:07<03:56,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 56%|█████▌    | 476/852 [05:08<04:09,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 56%|█████▌    | 477/852 [05:08<04:01,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 56%|█████▌    | 478/852 [05:09<04:24,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 56%|█████▌    | 479/852 [05:10<04:37,  1.34it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 56%|█████▋    | 480/852 [05:11<04:26,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 56%|█████▋    | 481/852 [05:11<04:22,  1.42it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 57%|█████▋    | 482/852 [05:12<04:33,  1.35it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 57%|█████▋    | 483/852 [05:13<04:07,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 57%|█████▋    | 484/852 [05:13<03:44,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 57%|█████▋    | 485/852 [05:14<03:56,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 57%|█████▋    | 486/852 [05:14<03:55,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 57%|█████▋    | 487/852 [05:15<03:40,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 57%|█████▋    | 488/852 [05:15<03:39,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 57%|█████▋    | 489/852 [05:16<03:42,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 58%|█████▊    | 490/852 [05:17<03:50,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 58%|█████▊    | 491/852 [05:17<03:51,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 58%|█████▊    | 492/852 [05:18<04:08,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 58%|█████▊    | 493/852 [05:19<03:54,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 58%|█████▊    | 494/852 [05:20<04:17,  1.39it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 58%|█████▊    | 495/852 [05:21<04:30,  1.32it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 58%|█████▊    | 496/852 [05:21<04:26,  1.34it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 58%|█████▊    | 497/852 [05:22<03:52,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 58%|█████▊    | 498/852 [05:22<03:52,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 59%|█████▊    | 499/852 [05:23<03:37,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 59%|█████▊    | 500/852 [05:23<03:28,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 59%|█████▉    | 501/852 [05:24<03:20,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 59%|█████▉    | 502/852 [05:25<03:15,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 59%|█████▉    | 503/852 [05:25<03:15,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 59%|█████▉    | 504/852 [05:26<03:40,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 59%|█████▉    | 505/852 [05:26<03:37,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 59%|█████▉    | 506/852 [05:27<03:44,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 60%|█████▉    | 507/852 [05:28<03:28,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 60%|█████▉    | 508/852 [05:28<03:30,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 60%|█████▉    | 509/852 [05:29<03:13,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 60%|█████▉    | 510/852 [05:29<03:07,  1.83it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 60%|█████▉    | 511/852 [05:30<03:28,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 60%|██████    | 512/852 [05:31<03:21,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 60%|██████    | 513/852 [05:31<03:38,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 60%|██████    | 514/852 [05:32<03:39,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 60%|██████    | 515/852 [05:33<03:25,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 61%|██████    | 516/852 [05:33<03:20,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 61%|██████    | 517/852 [05:34<03:36,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 61%|██████    | 518/852 [05:35<03:40,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 61%|██████    | 519/852 [05:35<03:23,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 61%|██████    | 520/852 [05:36<03:17,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 61%|██████    | 521/852 [05:36<03:20,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 61%|██████▏   | 522/852 [05:37<03:09,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 61%|██████▏   | 523/852 [05:37<03:14,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 62%|██████▏   | 524/852 [05:38<03:16,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 62%|██████▏   | 525/852 [05:39<03:25,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 62%|██████▏   | 526/852 [05:39<03:22,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 62%|██████▏   | 527/852 [05:40<03:24,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 62%|██████▏   | 528/852 [05:41<03:39,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 62%|██████▏   | 529/852 [05:41<03:39,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 62%|██████▏   | 530/852 [05:42<03:20,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 62%|██████▏   | 531/852 [05:43<03:17,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 62%|██████▏   | 532/852 [05:43<03:22,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 63%|██████▎   | 533/852 [05:44<03:28,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 63%|██████▎   | 534/852 [05:45<03:38,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 63%|██████▎   | 535/852 [05:46<03:57,  1.33it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 63%|██████▎   | 536/852 [05:46<03:37,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 63%|██████▎   | 537/852 [05:47<03:34,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 63%|██████▎   | 538/852 [05:47<03:19,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 63%|██████▎   | 539/852 [05:48<03:18,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 63%|██████▎   | 540/852 [05:49<03:45,  1.39it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 63%|██████▎   | 541/852 [05:49<03:34,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 64%|██████▎   | 542/852 [05:50<03:39,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 64%|██████▎   | 543/852 [05:51<03:33,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 64%|██████▍   | 544/852 [05:51<03:16,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 64%|██████▍   | 545/852 [05:52<03:04,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 64%|██████▍   | 546/852 [05:53<03:09,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 64%|██████▍   | 547/852 [05:53<02:56,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 64%|██████▍   | 548/852 [05:54<02:47,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 64%|██████▍   | 549/852 [05:54<03:08,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 65%|██████▍   | 550/852 [05:55<02:59,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 65%|██████▍   | 551/852 [05:55<02:49,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 65%|██████▍   | 552/852 [05:56<03:00,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 65%|██████▍   | 553/852 [05:57<02:54,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 65%|██████▌   | 554/852 [05:57<02:51,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 65%|██████▌   | 555/852 [05:58<02:52,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 65%|██████▌   | 556/852 [05:58<02:57,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 65%|██████▌   | 557/852 [05:59<03:00,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 65%|██████▌   | 558/852 [06:00<03:18,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 66%|██████▌   | 559/852 [06:01<03:29,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 66%|██████▌   | 560/852 [06:01<03:24,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 66%|██████▌   | 561/852 [06:02<03:23,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 66%|██████▌   | 562/852 [06:03<03:13,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 66%|██████▌   | 563/852 [06:03<03:09,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 66%|██████▌   | 564/852 [06:04<03:06,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 66%|██████▋   | 565/852 [06:04<02:54,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 66%|██████▋   | 566/852 [06:05<02:43,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 67%|██████▋   | 567/852 [06:05<02:49,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 67%|██████▋   | 568/852 [06:06<02:46,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 67%|██████▋   | 569/852 [06:07<02:37,  1.80it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 67%|██████▋   | 570/852 [06:07<02:32,  1.85it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 67%|██████▋   | 571/852 [06:08<02:29,  1.88it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 67%|██████▋   | 572/852 [06:08<02:25,  1.92it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 67%|██████▋   | 573/852 [06:09<02:25,  1.92it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 67%|██████▋   | 574/852 [06:09<02:37,  1.76it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 67%|██████▋   | 575/852 [06:10<02:36,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 68%|██████▊   | 576/852 [06:11<02:53,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 68%|██████▊   | 577/852 [06:12<03:17,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 68%|██████▊   | 578/852 [06:12<03:10,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 68%|██████▊   | 579/852 [06:13<03:02,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 68%|██████▊   | 580/852 [06:13<02:48,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 68%|██████▊   | 581/852 [06:14<02:39,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 68%|██████▊   | 582/852 [06:14<02:36,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 68%|██████▊   | 583/852 [06:15<02:30,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 69%|██████▊   | 584/852 [06:15<02:35,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 69%|██████▊   | 585/852 [06:16<02:36,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 69%|██████▉   | 586/852 [06:17<02:48,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 69%|██████▉   | 587/852 [06:18<03:04,  1.44it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 69%|██████▉   | 588/852 [06:18<02:46,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 69%|██████▉   | 589/852 [06:19<02:47,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 69%|██████▉   | 590/852 [06:19<02:43,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 69%|██████▉   | 591/852 [06:20<02:50,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 69%|██████▉   | 592/852 [06:21<02:58,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 70%|██████▉   | 593/852 [06:22<03:06,  1.39it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 70%|██████▉   | 594/852 [06:22<02:52,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 70%|██████▉   | 595/852 [06:23<02:40,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 70%|██████▉   | 596/852 [06:24<02:52,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 70%|███████   | 597/852 [06:24<02:44,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 70%|███████   | 598/852 [06:25<02:43,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 70%|███████   | 599/852 [06:25<02:33,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 70%|███████   | 600/852 [06:26<02:28,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 71%|███████   | 601/852 [06:27<02:35,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 71%|███████   | 602/852 [06:27<02:50,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 71%|███████   | 603/852 [06:28<02:34,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 71%|███████   | 604/852 [06:28<02:36,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 71%|███████   | 605/852 [06:29<02:45,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 71%|███████   | 606/852 [06:30<02:54,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 71%|███████   | 607/852 [06:31<02:48,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 71%|███████▏  | 608/852 [06:31<02:33,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 71%|███████▏  | 609/852 [06:32<02:34,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 72%|███████▏  | 610/852 [06:32<02:23,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 72%|███████▏  | 611/852 [06:33<02:16,  1.76it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 72%|███████▏  | 612/852 [06:33<02:11,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 72%|███████▏  | 613/852 [06:34<02:07,  1.87it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 72%|███████▏  | 614/852 [06:35<02:29,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 72%|███████▏  | 615/852 [06:35<02:19,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 72%|███████▏  | 616/852 [06:36<02:13,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 72%|███████▏  | 617/852 [06:36<02:17,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 73%|███████▎  | 618/852 [06:37<02:08,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 73%|███████▎  | 619/852 [06:37<02:12,  1.76it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 73%|███████▎  | 620/852 [06:38<02:08,  1.80it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 73%|███████▎  | 621/852 [06:38<02:08,  1.80it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 73%|███████▎  | 622/852 [06:39<02:22,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 73%|███████▎  | 623/852 [06:40<02:16,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 73%|███████▎  | 624/852 [06:40<02:21,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 73%|███████▎  | 625/852 [06:41<02:11,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 73%|███████▎  | 626/852 [06:42<02:30,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 74%|███████▎  | 627/852 [06:42<02:19,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 74%|███████▎  | 628/852 [06:43<02:18,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 74%|███████▍  | 629/852 [06:44<02:16,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 74%|███████▍  | 630/852 [06:44<02:07,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 74%|███████▍  | 631/852 [06:45<02:03,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 74%|███████▍  | 632/852 [06:45<02:12,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 74%|███████▍  | 633/852 [06:46<02:05,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 74%|███████▍  | 634/852 [06:46<02:02,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 75%|███████▍  | 635/852 [06:47<02:13,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 75%|███████▍  | 636/852 [06:48<02:23,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 75%|███████▍  | 637/852 [06:48<02:19,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 75%|███████▍  | 638/852 [06:49<02:20,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 75%|███████▌  | 639/852 [06:50<02:27,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 75%|███████▌  | 640/852 [06:50<02:17,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 75%|███████▌  | 641/852 [06:51<02:13,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 75%|███████▌  | 642/852 [06:52<02:04,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 75%|███████▌  | 643/852 [06:52<01:56,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 76%|███████▌  | 644/852 [06:53<01:59,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 76%|███████▌  | 645/852 [06:53<02:05,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 76%|███████▌  | 646/852 [06:54<02:09,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 76%|███████▌  | 647/852 [06:54<02:00,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 76%|███████▌  | 648/852 [06:55<02:04,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 76%|███████▌  | 649/852 [06:56<02:07,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 76%|███████▋  | 650/852 [06:56<02:07,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 76%|███████▋  | 651/852 [06:57<02:10,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 77%|███████▋  | 652/852 [06:58<02:06,  1.59it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 77%|███████▋  | 653/852 [06:58<02:02,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 77%|███████▋  | 654/852 [06:59<01:58,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 77%|███████▋  | 655/852 [06:59<01:54,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 77%|███████▋  | 656/852 [07:00<02:06,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 77%|███████▋  | 657/852 [07:01<01:55,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 77%|███████▋  | 658/852 [07:01<02:00,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 77%|███████▋  | 659/852 [07:02<01:54,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 77%|███████▋  | 660/852 [07:02<01:48,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 78%|███████▊  | 661/852 [07:03<01:53,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 78%|███████▊  | 662/852 [07:04<01:55,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 78%|███████▊  | 663/852 [07:04<01:49,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 78%|███████▊  | 664/852 [07:05<01:44,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 78%|███████▊  | 665/852 [07:05<01:48,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 78%|███████▊  | 666/852 [07:06<01:57,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 78%|███████▊  | 667/852 [07:07<01:59,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 78%|███████▊  | 668/852 [07:07<01:49,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 79%|███████▊  | 669/852 [07:08<01:43,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 79%|███████▊  | 670/852 [07:08<01:38,  1.85it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 79%|███████▉  | 671/852 [07:09<01:36,  1.87it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 79%|███████▉  | 672/852 [07:09<01:35,  1.89it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 79%|███████▉  | 673/852 [07:10<01:45,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 79%|███████▉  | 674/852 [07:11<01:41,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 79%|███████▉  | 675/852 [07:11<01:50,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 79%|███████▉  | 676/852 [07:12<01:44,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 79%|███████▉  | 677/852 [07:12<01:41,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 80%|███████▉  | 678/852 [07:13<01:34,  1.84it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 80%|███████▉  | 679/852 [07:13<01:37,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 80%|███████▉  | 680/852 [07:14<01:35,  1.80it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 80%|███████▉  | 681/852 [07:14<01:34,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 80%|████████  | 682/852 [07:15<01:38,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 80%|████████  | 683/852 [07:16<01:32,  1.83it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 80%|████████  | 684/852 [07:16<01:37,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 80%|████████  | 685/852 [07:17<01:32,  1.81it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 81%|████████  | 686/852 [07:17<01:36,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 81%|████████  | 687/852 [07:18<01:33,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 81%|████████  | 688/852 [07:19<01:34,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 81%|████████  | 689/852 [07:19<01:33,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 81%|████████  | 690/852 [07:20<01:36,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 81%|████████  | 691/852 [07:20<01:32,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 81%|████████  | 692/852 [07:21<01:35,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 81%|████████▏ | 693/852 [07:22<01:44,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 81%|████████▏ | 694/852 [07:22<01:37,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 82%|████████▏ | 695/852 [07:23<01:33,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 82%|████████▏ | 696/852 [07:23<01:35,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 82%|████████▏ | 697/852 [07:24<01:36,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 82%|████████▏ | 698/852 [07:25<01:37,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 82%|████████▏ | 699/852 [07:25<01:38,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 82%|████████▏ | 700/852 [07:26<01:32,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 82%|████████▏ | 701/852 [07:26<01:26,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 82%|████████▏ | 702/852 [07:27<01:32,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 83%|████████▎ | 703/852 [07:28<01:33,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 83%|████████▎ | 704/852 [07:28<01:26,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 83%|████████▎ | 705/852 [07:29<01:22,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 83%|████████▎ | 706/852 [07:29<01:18,  1.85it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 83%|████████▎ | 707/852 [07:30<01:14,  1.94it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 83%|████████▎ | 708/852 [07:30<01:17,  1.86it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 83%|████████▎ | 709/852 [07:31<01:14,  1.92it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 83%|████████▎ | 710/852 [07:31<01:14,  1.91it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 83%|████████▎ | 711/852 [07:32<01:13,  1.92it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 84%|████████▎ | 712/852 [07:32<01:13,  1.92it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 84%|████████▎ | 713/852 [07:33<01:16,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 84%|████████▍ | 714/852 [07:33<01:13,  1.87it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 84%|████████▍ | 715/852 [07:34<01:17,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 84%|████████▍ | 716/852 [07:35<01:13,  1.85it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 84%|████████▍ | 717/852 [07:35<01:17,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 84%|████████▍ | 718/852 [07:36<01:23,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 84%|████████▍ | 719/852 [07:36<01:19,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 85%|████████▍ | 720/852 [07:37<01:21,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 85%|████████▍ | 721/852 [07:38<01:16,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 85%|████████▍ | 722/852 [07:38<01:13,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 85%|████████▍ | 723/852 [07:39<01:08,  1.90it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 85%|████████▍ | 724/852 [07:39<01:06,  1.91it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 85%|████████▌ | 725/852 [07:40<01:05,  1.93it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 85%|████████▌ | 726/852 [07:40<01:09,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 85%|████████▌ | 727/852 [07:41<01:12,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 85%|████████▌ | 728/852 [07:42<01:12,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 86%|████████▌ | 729/852 [07:42<01:11,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 86%|████████▌ | 730/852 [07:43<01:13,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 86%|████████▌ | 731/852 [07:43<01:14,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 86%|████████▌ | 732/852 [07:44<01:21,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 86%|████████▌ | 733/852 [07:45<01:17,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 86%|████████▌ | 734/852 [07:45<01:09,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 86%|████████▋ | 735/852 [07:46<01:12,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 86%|████████▋ | 736/852 [07:46<01:07,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 87%|████████▋ | 737/852 [07:47<01:04,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 87%|████████▋ | 738/852 [07:48<01:04,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 87%|████████▋ | 739/852 [07:48<01:06,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 87%|████████▋ | 740/852 [07:49<01:14,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 87%|████████▋ | 741/852 [07:50<01:11,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 87%|████████▋ | 742/852 [07:50<01:09,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 87%|████████▋ | 743/852 [07:51<01:16,  1.42it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 87%|████████▋ | 744/852 [07:52<01:14,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 87%|████████▋ | 745/852 [07:52<01:07,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 88%|████████▊ | 746/852 [07:53<01:08,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 88%|████████▊ | 747/852 [07:53<01:02,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 88%|████████▊ | 748/852 [07:54<01:05,  1.60it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 88%|████████▊ | 749/852 [07:55<01:01,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 88%|████████▊ | 750/852 [07:55<00:57,  1.78it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 88%|████████▊ | 751/852 [07:56<00:55,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 88%|████████▊ | 752/852 [07:56<00:54,  1.83it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 88%|████████▊ | 753/852 [07:57<00:57,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 88%|████████▊ | 754/852 [07:57<00:54,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 89%|████████▊ | 755/852 [07:58<00:53,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 89%|████████▊ | 756/852 [07:58<00:51,  1.88it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 89%|████████▉ | 757/852 [07:59<00:50,  1.90it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 89%|████████▉ | 758/852 [07:59<00:49,  1.88it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 89%|████████▉ | 759/852 [08:00<00:53,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 89%|████████▉ | 760/852 [08:01<00:55,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 89%|████████▉ | 761/852 [08:02<01:00,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 89%|████████▉ | 762/852 [08:02<01:04,  1.40it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 90%|████████▉ | 763/852 [08:03<00:56,  1.57it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 90%|████████▉ | 764/852 [08:04<00:59,  1.47it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 90%|████████▉ | 765/852 [08:04<00:53,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 90%|████████▉ | 766/852 [08:05<00:49,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 90%|█████████ | 767/852 [08:05<00:46,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 90%|█████████ | 768/852 [08:06<00:47,  1.77it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 90%|█████████ | 769/852 [08:06<00:45,  1.83it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 90%|█████████ | 770/852 [08:07<00:47,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 90%|█████████ | 771/852 [08:07<00:44,  1.83it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 91%|█████████ | 772/852 [08:08<00:42,  1.87it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 91%|█████████ | 773/852 [08:08<00:41,  1.89it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 91%|█████████ | 774/852 [08:09<00:40,  1.91it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 91%|█████████ | 775/852 [08:09<00:42,  1.82it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 91%|█████████ | 776/852 [08:10<00:40,  1.86it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 91%|█████████ | 777/852 [08:10<00:39,  1.92it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 91%|█████████▏| 778/852 [08:11<00:42,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 91%|█████████▏| 779/852 [08:12<00:46,  1.56it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 92%|█████████▏| 780/852 [08:13<00:48,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 92%|█████████▏| 781/852 [08:13<00:44,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 92%|█████████▏| 782/852 [08:14<00:42,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 92%|█████████▏| 783/852 [08:14<00:39,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 92%|█████████▏| 784/852 [08:15<00:44,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 92%|█████████▏| 785/852 [08:16<00:40,  1.66it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 92%|█████████▏| 786/852 [08:16<00:40,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 92%|█████████▏| 787/852 [08:17<00:43,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 92%|█████████▏| 788/852 [08:18<00:42,  1.49it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 93%|█████████▎| 789/852 [08:18<00:39,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 93%|█████████▎| 790/852 [08:19<00:42,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 93%|█████████▎| 791/852 [08:20<00:43,  1.39it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 93%|█████████▎| 792/852 [08:20<00:41,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 93%|█████████▎| 793/852 [08:21<00:43,  1.36it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 93%|█████████▎| 794/852 [08:22<00:41,  1.41it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 93%|█████████▎| 795/852 [08:23<00:38,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 93%|█████████▎| 796/852 [08:23<00:36,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 94%|█████████▎| 797/852 [08:24<00:36,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 94%|█████████▎| 798/852 [08:24<00:35,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 94%|█████████▍| 799/852 [08:25<00:32,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 94%|█████████▍| 800/852 [08:26<00:31,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 94%|█████████▍| 801/852 [08:26<00:31,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 94%|█████████▍| 802/852 [08:27<00:30,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 94%|█████████▍| 803/852 [08:28<00:32,  1.50it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 94%|█████████▍| 804/852 [08:28<00:33,  1.45it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 94%|█████████▍| 805/852 [08:29<00:32,  1.43it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 95%|█████████▍| 806/852 [08:30<00:34,  1.33it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 95%|█████████▍| 807/852 [08:30<00:30,  1.48it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 95%|█████████▍| 808/852 [08:31<00:27,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 95%|█████████▍| 809/852 [08:31<00:26,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 95%|█████████▌| 810/852 [08:32<00:27,  1.52it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 95%|█████████▌| 811/852 [08:33<00:25,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 95%|█████████▌| 812/852 [08:33<00:25,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 95%|█████████▌| 813/852 [08:34<00:23,  1.68it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 96%|█████████▌| 814/852 [08:35<00:22,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 96%|█████████▌| 815/852 [08:35<00:20,  1.80it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 96%|█████████▌| 816/852 [08:36<00:20,  1.72it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 96%|█████████▌| 817/852 [08:36<00:23,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 96%|█████████▌| 818/852 [08:37<00:22,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 96%|█████████▌| 819/852 [08:38<00:20,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 96%|█████████▌| 820/852 [08:38<00:21,  1.46it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 96%|█████████▋| 821/852 [08:39<00:19,  1.62it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 96%|█████████▋| 822/852 [08:39<00:17,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 97%|█████████▋| 823/852 [08:40<00:16,  1.80it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 97%|█████████▋| 824/852 [08:41<00:16,  1.73it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 97%|█████████▋| 825/852 [08:41<00:15,  1.75it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 97%|█████████▋| 826/852 [08:42<00:13,  1.86it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 97%|█████████▋| 827/852 [08:42<00:13,  1.86it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 97%|█████████▋| 828/852 [08:43<00:12,  1.88it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 97%|█████████▋| 829/852 [08:43<00:12,  1.90it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 97%|█████████▋| 830/852 [08:44<00:11,  1.94it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 98%|█████████▊| 831/852 [08:44<00:11,  1.84it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 98%|█████████▊| 832/852 [08:45<00:10,  1.84it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 98%|█████████▊| 833/852 [08:45<00:10,  1.89it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 98%|█████████▊| 834/852 [08:46<00:09,  1.93it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 98%|█████████▊| 835/852 [08:46<00:09,  1.79it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 98%|█████████▊| 836/852 [08:47<00:09,  1.76it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 98%|█████████▊| 837/852 [08:48<00:08,  1.69it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 98%|█████████▊| 838/852 [08:48<00:08,  1.74it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 98%|█████████▊| 839/852 [08:49<00:08,  1.55it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 99%|█████████▊| 840/852 [08:50<00:07,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 99%|█████████▊| 841/852 [08:50<00:07,  1.53it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 99%|█████████▉| 842/852 [08:51<00:06,  1.51it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 99%|█████████▉| 843/852 [08:52<00:05,  1.63it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 99%|█████████▉| 844/852 [08:52<00:04,  1.70it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 99%|█████████▉| 845/852 [08:53<00:04,  1.65it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 99%|█████████▉| 846/852 [08:53<00:03,  1.58it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            " 99%|█████████▉| 847/852 [08:54<00:03,  1.67it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "100%|█████████▉| 848/852 [08:55<00:02,  1.64it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "100%|█████████▉| 849/852 [08:55<00:01,  1.61it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "100%|█████████▉| 850/852 [08:56<00:01,  1.71it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "100%|█████████▉| 851/852 [08:57<00:00,  1.54it/s]The following generation flags are not valid and may be ignored: ['temperature']. Set `TRANSFORMERS_VERBOSITY=info` for more details.\n",
+            "100%|██████████| 852/852 [08:57<00:00,  1.58it/s]"
+          ]
+        },
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Done.\n"
+          ]
+        },
+        {
+          "output_type": "stream",
+          "name": "stderr",
+          "text": [
+            "\n"
+          ]
+        }
+      ],
+      "source": [
+        "# 추론\n",
+        "test = pd.read_csv('test.csv')\n",
+        "results = []\n",
+        "\n",
+        "for _, row in tqdm(test.iterrows(), total=len(test)):\n",
+        "    image = Image.open(row['img_path']).convert(\"RGB\")\n",
+        "    choices = [row[c] for c in ['A', 'B', 'C', 'D']]\n",
+        "\n",
+        "    prompt = (\n",
+        "        \"You are a helpful AI that answers multiple-choice questions based on the given image.\\n\"\n",
+        "        \"Select the best answer from A, B, C, or D.\\n\\n\"\n",
+        "        f\"Question: {row['Question']}\\n\"\n",
+        "        + \"\\n\".join([f\"{chr(65+i)}. {choice}\" for i, choice in enumerate(choices)]) +\n",
+        "        \"\\nAnswer:\"\n",
+        "    )\n",
+        "\n",
+        "    inputs = processor(images=image, text=prompt, return_tensors=\"pt\")\n",
+        "    inputs = {k: (v.half().to(device) if v.dtype == torch.float32 else v.to(device)) for k, v in inputs.items()}\n",
+        "\n",
+        "    output = model.generate(**inputs, max_new_tokens=3, do_sample=False, temperature=0.0)\n",
+        "    decoded = processor.tokenizer.decode(output[0], skip_special_tokens=True).strip()\n",
+        "    results.append(extract_answer_letter(decoded))\n",
+        "print('✅ Done.')"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "53196311-623e-4894-b958-9868af42ecb0",
+      "metadata": {
+        "id": "53196311-623e-4894-b958-9868af42ecb0"
+      },
+      "source": [
+        "## Submission"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "f5df6a27-01da-4284-b146-83734b61bf6a",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "f5df6a27-01da-4284-b146-83734b61bf6a",
+        "outputId": "cd94e2cf-eb42-4ae9-f8b4-179c71b02cf7"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "✅ Done.\n"
+          ]
+        }
+      ],
+      "source": [
+        "submission = pd.read_csv('./sample_submission.csv')\n",
+        "submission['answer'] = results\n",
+        "submission.to_csv('./baseline_submit.csv', index=False)\n",
+        "print(\"✅ Done.\")"
+      ]
+    }
+  ],
+  "metadata": {
+    "kernelspec": {
+      "display_name": "gimin_py38",
+      "language": "python",
+      "name": "gimin_py38"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.8.18"
+    },
+    "colab": {
+      "provenance": [],
+      "gpuType": "T4",
+      "include_colab_link": true
+    },
+    "accelerator": "GPU",
+    "widgets": {
+      "application/vnd.jupyter.widget-state+json": {
+        "b4d916947f9f4d0b8ba168898d36012c": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "HBoxModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_dom_classes": [],
+            "_model_module": "@jupyter-widgets/controls",
+            "_model_module_version": "1.5.0",
+            "_model_name": "HBoxModel",
+            "_view_count": null,
+            "_view_module": "@jupyter-widgets/controls",
+            "_view_module_version": "1.5.0",
+            "_view_name": "HBoxView",
+            "box_style": "",
+            "children": [
+              "IPY_MODEL_d2beefbdcd84426c863c87ba0601f951",
+              "IPY_MODEL_a7e04affb5da4ca29724b8a699d14f34",
+              "IPY_MODEL_550863b458144a598930113702f00a92"
+            ],
+            "layout": "IPY_MODEL_9aa7224320bd4173af157ed945d735ff"
+          }
+        },
+        "d2beefbdcd84426c863c87ba0601f951": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "HTMLModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_dom_classes": [],
+            "_model_module": "@jupyter-widgets/controls",
+            "_model_module_version": "1.5.0",
+            "_model_name": "HTMLModel",
+            "_view_count": null,
+            "_view_module": "@jupyter-widgets/controls",
+            "_view_module_version": "1.5.0",
+            "_view_name": "HTMLView",
+            "description": "",
+            "description_tooltip": null,
+            "layout": "IPY_MODEL_d66de55e6be04468acfa4cf800d0d377",
+            "placeholder": "​",
+            "style": "IPY_MODEL_67ad92829b8e43918a884d3fa1785554",
+            "value": "preprocessor_config.json: 100%"
+          }
+        },
+        "a7e04affb5da4ca29724b8a699d14f34": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "FloatProgressModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_dom_classes": [],
+            "_model_module": "@jupyter-widgets/controls",
+            "_model_module_version": "1.5.0",
+            "_model_name": "FloatProgressModel",
+            "_view_count": null,
+            "_view_module": "@jupyter-widgets/controls",
+            "_view_module_version": "1.5.0",
+            "_view_name": "ProgressView",
+            "bar_style": "success",
+            "description": "",
+            "description_tooltip": null,
+            "layout": "IPY_MODEL_8dec5121d6ec428f818f883bb8764d70",
+            "max": 432,
+            "min": 0,
+            "orientation": "horizontal",
+            "style": "IPY_MODEL_40aa3d0758054dac97035f15396eb4df",
+            "value": 432
+          }
+        },
+        "550863b458144a598930113702f00a92": {
+          "model_module": "@jupyter-widgets/controls",
+          "model_name": "HTMLModel",
+          "model_module_version": "1.5.0",
+          "state": {
+            "_dom_classes": [],
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+}
\ No newline at end of file
diff --git a/homework4.txt b/homework4.txt
index d8160f0..f170c34 100644
--- a/homework4.txt
+++ b/homework4.txt
@@ -1,2 +1,8 @@
 1. What is .gitignore? You can write the answer either in Korean or English.
-2. Why do Github users need an SSH key pair? (Users can use either SSH key pair or github account info.) Please write down a brief explanation of SSH key.
\ No newline at end of file
+
+�꿡�� Ư�� ���� �Ǵ� ���丮�� ���� ��󿡼� ������ �� ���� �����̴�. �� �������� �ʴ� ����.
+
+2. Why do Github users need an SSH key pair? (Users can use either SSH key pair or github account info.) Please write down a brief explanation of SSH key.
+
+SSHŰ�� ����ڸ� �ĺ��ϴ� Ű��, �Ź� �������Ӱ� ��й�ȣ�� �Է��� �ʿ� ���� ���ش�. public key�� ������ ���� �����Ǵ� ���񽺿� ���ǰ�, private key�� ���� ��ǻ�Ϳ� ����Ǿ�, �� �� Ű�� ��ġ�ϸ� ������ �ο��ȴ�. 
+��������� ��������(?)�ĺ��� ���� key�� �ʿ��ϴ�.
\ No newline at end of file
diff --git a/hsdf.txt b/hsdf.txt
new file mode 100644
index 0000000..206fd3b
--- /dev/null
+++ b/hsdf.txt
@@ -0,0 +1 @@
+dgqrsd