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update readme to add: meetkai/functionary-v4r-small-preview #301

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Dec 24, 2024
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update readme to add: meetkai/functionary-v4r-small-preview #301

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10 changes: 6 additions & 4 deletions README.md
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Expand Up @@ -15,6 +15,7 @@ Documentation and more examples: [functionary.meetkai.com](https://functionary.m

<summary>Changelog: (click to expand)</summary>

+ [2024/12/24] We release [meetkai/functionary-v4r-small-preview](https://huggingface.co/meetkai/functionary-v4r-small-preview) - our first version of Functionary that can generate the reasoning steps first before using the tools
+ [2024/10/21] New server powered by [SGLang](https://github.com/sgl-project/sglang)!
+ [2024/08/21] We release [meetkai/functionary-small-v3.2](https://huggingface.co/meetkai/functionary-small-v3.2) and [meetkai/functionary-medium-v3.2](https://huggingface.co/meetkai/functionary-medium-v3.2)
+ [2024/08/11] Our newest model ([meetkai/functionary-medium-v3.1](https://huggingface.co/meetkai/functionary-medium-v3.1)) is ranked 2nd in [Berkeley Function-Calling Leaderboard](https://gorilla.cs.berkeley.edu/leaderboard.html)
Expand Down Expand Up @@ -52,11 +53,11 @@ pip install -e .[sglang] --find-links https://flashinfer.ai/whl/cu121/torch2.4/f

**vLLM**
```shell
python3 server_vllm.py --model "meetkai/functionary-small-v3.2" --host 0.0.0.0 --port 8000 --max-model-len 8192
python3 server_vllm.py --model "meetkai/functionary-v4r-small-preview" --host 0.0.0.0 --port 8000 --max-model-len 8192
```
**SGLang**
```shell
python3 server_sglang.py --model-path "meetkai/functionary-small-v3.2" --host 0.0.0.0 --port 8000 --context-length 8192
python3 server_sglang.py --model-path "meetkai/functionary-v4r-small-preview" --host 0.0.0.0 --port 8000 --context-length 8192
```

#### Medium Model
Expand Down Expand Up @@ -174,7 +175,7 @@ from openai import OpenAI
client = OpenAI(base_url="http://localhost:8000/v1", api_key="functionary")

client.chat.completions.create(
model="meetkai/functionary-small-v3.2",
model="meetkai/functionary-v4r-small-preview",
messages=[{"role": "user",
"content": "What is the weather for Istanbul?"}
],
Expand Down Expand Up @@ -210,7 +211,7 @@ client.chat.completions.create(
import requests

data = {
'model': 'meetkai/functionary-small-v3.2', # model name here is the value of argument "--model" in deploying: server_vllm.py or server.py
'model': 'meetkai/functionary-v4r-small-preview', # model name here is the value of argument "--model" in deploying: server_vllm.py or server.py
'messages': [
{
"role": "user",
Expand Down Expand Up @@ -253,6 +254,7 @@ print(response.text)
## Models Available
| Model | Description | VRAM FP16 |
|:-------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------|:------|
| [meetkai/functionary-v4r-small-preview](https://huggingface.co/meetkai/functionary-v4r-small-preview) | 128k context, code interpreter, using **our own prompt template** | 24GB |
| [functionary-medium-v3.2](https://huggingface.co/meetkai/functionary-medium-v3.2) | 128k context, code interpreter, using **our own prompt template** | 160GB |
| [functionary-small-v3.2](https://huggingface.co/meetkai/functionary-small-v3.2) / [GGUF](https://huggingface.co/meetkai/functionary-small-v3.2-GGUF) | 128k context, code interpreter, using **our own prompt template** | 24GB |
| [functionary-medium-v3.1](https://huggingface.co/meetkai/functionary-medium-v3.1) / [GGUF](https://huggingface.co/meetkai/functionary-medium-v3.1-GGUF) | 128k context, code interpreter, using **original Meta's prompt template** | 160GB |
Expand Down
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