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Merge branch 'quic:main' into use_logger
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‎.github/CODEOWNERS

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# -----------------------------------------------------------------------------
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#
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# Copyright (c) 2024 Qualcomm Innovation Center, Inc. All rights reserved.
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# Copyright (c) Qualcomm Technologies, Inc. and/or its subsidiaries.
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# SPDX-License-Identifier: BSD-3-Clause
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#
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‎LICENSE

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Copyright (c) 2024, Qualcomm Innovation Center, Inc. All rights reserved.
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Copyright (c) Qualcomm Technologies, Inc. and/or its subsidiaries.
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are met:
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disclaimer in the documentation and/or other materials provided
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with the distribution.
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* Neither the name of Qualcomm Innovation Center, Inc. nor the names of its
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* Neither the name of Qualcomm Technologies, Inc. nor the names of its
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contributors may be used to endorse or promote products derived
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from this software without specific prior written permission.
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‎QEfficient/__init__.py

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# -----------------------------------------------------------------------------
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#
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# Copyright (c) 2025 Qualcomm Innovation Center, Inc. All rights reserved.
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# Copyright (c) Qualcomm Technologies, Inc. and/or its subsidiaries.
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# SPDX-License-Identifier: BSD-3-Clause
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#
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# -----------------------------------------------------------------------------
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# hf_transfer is imported (will happen on line 15 via leading imports)
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os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "1"
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from transformers import AutoConfig
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from QEfficient.transformers.modeling_utils import MODEL_TYPE_TO_CONFIG_CLS_AND_ARCH_CLS
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# Placeholder for all non-transformer models registered in QEfficient
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import QEfficient.utils.model_registery # noqa: F401
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from QEfficient.utils.logging_utils import logger
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# loop over all the model types which are not present in transformers and register them
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for model_type, model_cls in MODEL_TYPE_TO_CONFIG_CLS_AND_ARCH_CLS.items():
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# Register the model config class based on the model type. This will be first element in the tuple
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AutoConfig.register(model_type, model_cls[0])
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# Register the non transformer library Class and config class using AutoModelClass
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model_cls[2].register(model_cls[0], model_cls[1])
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def check_qaic_sdk():
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"""Check if QAIC SDK is installed"""

‎QEfficient/base/__init__.py

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# -----------------------------------------------------------------------------
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# Copyright (c) 2024 Qualcomm Innovation Center, Inc. All rights reserved.
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# Copyright (c) Qualcomm Technologies, Inc. and/or its subsidiaries.
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# SPDX-License-Identifier: BSD-3-Clause
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‎QEfficient/base/common.py

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# -----------------------------------------------------------------------------
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# Copyright (c) Qualcomm Technologies, Inc. and/or its subsidiaries.
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# SPDX-License-Identifier: BSD-3-Clause
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#
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# -----------------------------------------------------------------------------
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Downloads HuggingFace model if already doesn't exist locally, returns QEFFAutoModel object based on type of model.
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"""
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config = AutoConfig.from_pretrained(pretrained_model_name_or_path)
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architecture = config.architectures[0] if config.architectures else None
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class_name = MODEL_CLASS_MAPPING.get(architecture)
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class_name = MODEL_CLASS_MAPPING.get(config.__class__.__name__, None)
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if class_name:
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module = __import__("QEfficient.transformers.models.modeling_auto")
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model_class = getattr(module, class_name)
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else:
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raise NotImplementedError(
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f"Unknown architecture={architecture}, either use specific auto model class for loading the model or raise an issue for support!"
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f"Unknown architecture={config.__class__.__name__}, either use specific auto model class for loading the model or raise an issue for support!"
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)
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local_model_dir = kwargs.pop("local_model_dir", None)

‎QEfficient/base/modeling_qeff.py

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‎QEfficient/base/onnx_transforms.py

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‎QEfficient/base/pytorch_transforms.py

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‎QEfficient/cloud/__init__.py

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‎QEfficient/cloud/compile.py

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‎QEfficient/cloud/execute.py

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‎QEfficient/cloud/export.py

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‎QEfficient/cloud/finetune.py

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‎QEfficient/cloud/infer.py

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# Copyright (c) Qualcomm Technologies, Inc. and/or its subsidiaries.
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‎QEfficient/compile/__init__.py

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‎QEfficient/compile/compile_helper.py

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‎QEfficient/compile/qnn_compiler.py

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‎QEfficient/customop/__init__.py

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‎QEfficient/customop/ctx_scatter_gather.py

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‎QEfficient/customop/ctx_scatter_gather_cb.py

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‎QEfficient/customop/matmulnbits.py

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‎QEfficient/customop/rms_norm.py

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‎QEfficient/exporter/__init__.py

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‎QEfficient/exporter/export_hf_to_cloud_ai_100.py

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‎QEfficient/exporter/export_utils.py

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‎QEfficient/finetune/__init__.py

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‎QEfficient/finetune/configs/__init__.py

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‎QEfficient/finetune/configs/dataset_config.py

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‎QEfficient/finetune/configs/peft_config.py

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‎QEfficient/finetune/configs/training.py

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‎QEfficient/finetune/data/__init__.py

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‎QEfficient/finetune/data/sampler.py

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‎QEfficient/finetune/dataset/__init__.py

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‎QEfficient/finetune/dataset/alpaca_dataset.py

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‎QEfficient/finetune/dataset/custom_dataset.py

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‎QEfficient/finetune/dataset/dataset_config.py

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‎QEfficient/finetune/dataset/grammar_dataset.py

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‎QEfficient/finetune/dataset/gsm8k_dataset.py

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‎QEfficient/finetune/dataset/imdb_dataset.py

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‎QEfficient/finetune/dataset/samsum_dataset.py

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‎QEfficient/finetune/eval.py

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‎QEfficient/finetune/utils/__init__.py

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‎QEfficient/finetune/utils/config_utils.py

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‎QEfficient/finetune/utils/dataset_utils.py

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