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# Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/src/transformers/models/xlnet/__init__.py/0
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# coding=utf-8 # Copyright 2022 School of EIC, Huazhong University of Science & Technology and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at ...
transformers/src/transformers/models/yolos/modeling_yolos.py/0
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401
# Copyright 2021 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/src/transformers/pipelines/automatic_speech_recognition.py/0
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402
import collections import types import numpy as np from ..utils import ( add_end_docstrings, is_tf_available, is_torch_available, requires_backends, ) from .base import ArgumentHandler, Dataset, Pipeline, PipelineException, build_pipeline_init_args if is_torch_available(): import torch from...
transformers/src/transformers/pipelines/table_question_answering.py/0
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# Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
transformers/src/transformers/quantizers/base.py/0
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404
# coding=utf-8 # Copyright 2020 The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable...
transformers/src/transformers/tokenization_utils_base.py/0
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405
#!/usr/bin/env python # coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/L...
transformers/src/transformers/tools/text_summarization.py/0
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406
# This file is autogenerated by the command `make fix-copies`, do not edit. from ..utils import requires_backends LAYOUTLM_V2_PRETRAINED_MODEL_ARCHIVE_LIST = None class LayoutLMv2Model: def __init__(self, *args, **kwargs): requires_backends(self, ["detectron2"]) @classmethod def from_pretrained...
transformers/src/transformers/utils/dummy_detectron2_objects.py/0
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# Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/src/transformers/utils/hp_naming.py/0
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408
#!/usr/bin/env python # coding=utf-8 # Copyright 2022 {{cookiecutter.authors}} and The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http...
transformers/templates/adding_a_new_example_script/{{cookiecutter.directory_name}}/run_{{cookiecutter.example_shortcut}}.py/0
{ "file_path": "transformers/templates/adding_a_new_example_script/{{cookiecutter.directory_name}}/run_{{cookiecutter.example_shortcut}}.py", "repo_id": "transformers", "token_count": 15166 }
409
{ "modelname": "BrandNewBERT", "uppercase_modelname": "BRAND_NEW_BERT", "lowercase_modelname": "brand_new_bert", "camelcase_modelname": "BrandNewBert", "authors": "The HuggingFace Team", "checkpoint_identifier": "brand-new-bert-base-cased", "tokenizer_type": ["Based on BERT", "Based on BART", "Standalone"...
transformers/templates/adding_a_new_model/cookiecutter.json/0
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410
# coding=utf-8 # Copyright 2023 The HuggingFace Team Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable ...
transformers/tests/bettertransformer/test_integration.py/0
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411
# coding=utf-8 # Copyright 2021 the HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable...
transformers/tests/models/auto/test_image_processing_auto.py/0
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412
# Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/models/bart/test_tokenization_bart.py/0
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413
# coding=utf-8 # Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requir...
transformers/tests/models/bert_generation/test_modeling_bert_generation.py/0
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414
# coding=utf-8 # Copyright 2022 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/bit/test_modeling_bit.py/0
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415
# coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/blip/test_modeling_tf_blip_text.py/0
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416
# coding=utf-8 # Copyright 2021 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
transformers/tests/models/clip/test_image_processing_clip.py/0
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417
# coding=utf-8 # Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requir...
transformers/tests/models/data2vec/test_modeling_data2vec_audio.py/0
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418
# coding=utf-8 # Copyright 2022 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/deformable_detr/test_modeling_deformable_detr.py/0
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419
# coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/dinov2/test_modeling_dinov2.py/0
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420
# coding=utf-8 # Copyright 2023 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requir...
transformers/tests/models/electra/test_tokenization_electra.py/0
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421
# coding=utf-8 # Copyright 2022 The HuggingFace Inc. Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/esm/test_modeling_tf_esm.py/0
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422
# coding=utf-8 # Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/gemma/test_modeling_gemma.py/0
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423
# coding=utf-8 # Copyright 2023 Toshiyuki Sakamoto(tanreinama) and HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # ...
transformers/tests/models/gptsan_japanese/test_tokenization_gptsan_japanese.py/0
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424
# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/models/idefics/test_processor_idefics.py/0
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425
# coding=utf-8 # Copyright 2018 The Microsoft Research Asia LayoutLM Team Authors, The Hugging Face Team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/license...
transformers/tests/models/layoutlm/test_modeling_layoutlm.py/0
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426
# coding=utf-8 # Copyright 2018 LXMERT Authors, The Hugging Face Team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required b...
transformers/tests/models/lxmert/test_tokenization_lxmert.py/0
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427
# coding=utf-8 # Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requir...
transformers/tests/models/mobilebert/test_modeling_mobilebert.py/0
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428
# coding=utf-8 # Copyright 2020 The HuggingFace Inc. team, Microsoft Corporation. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless...
transformers/tests/models/mpnet/test_modeling_mpnet.py/0
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429
# coding=utf-8 # Copyright 2024, The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless ...
transformers/tests/models/musicgen_melody/test_modeling_musicgen_melody.py/0
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430
# coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/owlv2/test_modeling_owlv2.py/0
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431
# Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/models/reformer/test_tokenization_reformer.py/0
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432
# coding=utf-8 # Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requir...
transformers/tests/models/roberta/test_modeling_tf_roberta.py/0
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433
# coding=utf-8 # Copyright 2024 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
transformers/tests/models/seggpt/test_image_processing_seggpt.py/0
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434
# coding=utf-8 # Copyright 2021 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/speech_to_text/test_modeling_tf_speech_to_text.py/0
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435
# coding=utf-8 # Copyright 2022 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/swinv2/test_modeling_swinv2.py/0
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436
# coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/vitmatte/test_modeling_vitmatte.py/0
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437
# Copyright 2024 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/models/wav2vec2_bert/test_processor_wav2vec2_bert.py/0
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438
# coding=utf-8 # Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requir...
transformers/tests/models/xlm_roberta/test_modeling_tf_xlm_roberta.py/0
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439
# Copyright 2023 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/pipelines/test_pipelines_image_to_image.py/0
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440
# Copyright 2023 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/pipelines/test_pipelines_zero_shot_audio_classification.py/0
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441
# Copyright 2023 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/repo_utils/test_check_docstrings.py/0
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442
# coding=utf-8 # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/test_backbone_common.py/0
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443
# coding=utf-8 # Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/test_processing_common.py/0
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444
# coding=utf-8 # Copyright 2023 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
transformers/tests/tools/test_text_question_answering.py/0
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445
# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/tests/utils/test_add_new_model_like.py/0
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446
# coding=utf-8 # Copyright 2019 HuggingFace Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
transformers/tests/utils/test_modeling_tf_core.py/0
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447
# coding=utf-8 # Copyright 2020 The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable...
transformers/utils/check_repo.py/0
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448
# Copyright 2020 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
transformers/utils/notification_service.py/0
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449
from transformers import BertTokenizerFast from .custom_tokenization import CustomTokenizer class CustomTokenizerFast(BertTokenizerFast): slow_tokenizer_class = CustomTokenizer pass
transformers/utils/test_module/custom_tokenization_fast.py/0
{ "file_path": "transformers/utils/test_module/custom_tokenization_fast.py", "repo_id": "transformers", "token_count": 54 }
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<div style="text-align: center"> <img src="https://huggingface.co/datasets/trl-internal-testing/example-images/resolve/main/images/trl_banner_dark.png"> </div> # TRL - Transformer Reinforcement Learning > Full stack library to fine-tune and align large language models. <p align="center"> <a href="https://github.c...
trl/README.md/0
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# Builds GPU docker image of PyTorch # Uses multi-staged approach to reduce size # Stage 1 # Use base conda image to reduce time FROM continuumio/miniconda3:latest AS compile-image # Specify py version ENV PYTHON_VERSION=3.10 # Install apt libs - copied from https://github.com/huggingface/accelerate/blob/main/docker/ac...
trl/docker/trl-latest-gpu/Dockerfile/0
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# Logging As reinforcement learning algorithms are historically challenging to debug, it's important to pay careful attention to logging. By default, the TRL [`PPOTrainer`] saves a lot of relevant information to `wandb` or `tensorboard`. Upon initialization, pass one of these two options to the [`PPOConfig`]: ``` con...
trl/docs/source/logging.mdx/0
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compute_environment: LOCAL_MACHINE debug: false deepspeed_config: deepspeed_multinode_launcher: standard gradient_accumulation_steps: 1 offload_optimizer_device: none offload_param_device: none zero3_init_flag: false zero_stage: 2 distributed_type: DEEPSPEED downcast_bf16: 'no' machine_rank: 0 main_training...
trl/examples/accelerate_configs/deepspeed_zero2.yaml/0
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# Copyright 2022 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
trl/examples/research_projects/stack_llama/scripts/rl_training.py/0
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# Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
trl/examples/scripts/kto.py/0
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# Copyright 2023 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
trl/tests/test_reward_trainer.py/0
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# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
trl/trl/models/modeling_base.py/0
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# Copyright 2024 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
trl/trl/trainer/reward_config.py/0
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<!--Copyright 2022 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed...
accelerate/docs/source/basic_tutorials/notebook.md/0
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<!--Copyright 2021 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed...
accelerate/docs/source/package_reference/cli.md/0
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<!--Copyright 2023 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed...
accelerate/docs/source/usage_guides/distributed_inference.md/0
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# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
accelerate/examples/by_feature/automatic_gradient_accumulation.py/0
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# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
accelerate/manim_animations/big_model_inference/stage_2.py/0
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#!/usr/bin/env python # Copyright 2021 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unles...
accelerate/src/accelerate/commands/config/config_utils.py/0
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# Copyright 2021 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
accelerate/src/accelerate/data_loader.py/0
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# Copyright 2022 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appl...
accelerate/src/accelerate/test_utils/scripts/external_deps/test_peak_memory_usage.py/0
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# Copyright 2021 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
accelerate/src/accelerate/utils/deepspeed.py/0
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# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
accelerate/src/accelerate/utils/versions.py/0
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# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
accelerate/tests/test_examples.py/0
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# Copyright 2022 The HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
accelerate/tests/test_state_checkpointing.py/0
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# Model arguments model_name_or_path: alignment-handbook/mistral-7b-sft-constitutional-ai torch_dtype: null # Data training arguments # For definitions, see: src/h4/training/config.py dataset_mixer: HuggingFaceH4/ultrafeedback_binarized: 1.0 HuggingFaceH4/cai-conversation-harmless: 1.0 dataset_splits: - train_pref...
alignment-handbook/recipes/constitutional-ai/dpo/config_anthropic.yaml/0
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# Model arguments model_name_or_path: alignment-handbook/zephyr-7b-sft-full torch_dtype: null # Data training arguments # For definitions, see: src/h4/training/config.py dataset_mixer: HuggingFaceH4/ultrafeedback_binarized: 1.0 dataset_splits: - train_prefs - test_prefs preprocessing_num_workers: 12 # DPOTrainer ar...
alignment-handbook/recipes/zephyr-7b-beta/dpo/config_full.yaml/0
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# coding=utf-8 # Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless r...
alignment-handbook/src/alignment/decontaminate.py/0
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# Changelog This documents the main changes to the `candle` crate. ## v0.3.1 - Unreleased ### Added ### Modified ## v0.3.0 - 2023-10-01 ### Added - Added the Mistral 7b v0.1 model [983](https://github.com/huggingface/candle/pull/983). - Quantized version of the Mistral model [1009](https://github.com/huggingf...
candle/CHANGELOG.md/0
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# Chapter 1
candle/candle-book/src/chapter_1.md/0
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# MNIST So we now have downloaded the MNIST parquet files, let's put them in a simple struct. ```rust,ignore {{#include ../lib.rs:book_training_3}} ``` The parsing of the file and putting it into single tensors requires the dataset to fit the entire memory. It is quite rudimentary, but simple enough for a small data...
candle/candle-book/src/training/mnist.md/0
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use candle_core::quantized::{gguf_file, GgmlDType, QTensor}; use candle_core::{Device, Result}; use clap::{Parser, Subcommand, ValueEnum}; use rayon::prelude::*; #[derive(ValueEnum, Debug, Clone)] enum QuantizationMode { /// The default quantization includes all 2d tensors, except the output tensor which always ...
candle/candle-core/examples/tensor-tools.rs/0
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/// Pretty printing of tensors /// This implementation should be in line with the PyTorch version. /// https://github.com/pytorch/pytorch/blob/7b419e8513a024e172eae767e24ec1b849976b13/torch/_tensor_str.py use crate::{DType, Result, Tensor, WithDType}; use half::{bf16, f16}; impl Tensor { fn fmt_dt<T: WithDType + s...
candle/candle-core/src/display.rs/0
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#![allow(unused)] use super::GgmlDType; use crate::{Error, MetalDevice, MetalStorage, Result}; pub struct QMetalStorage { dtype: GgmlDType, device: MetalDevice, } impl QMetalStorage { pub fn zeros(_: &MetalDevice, _: usize, _: GgmlDType) -> Result<Self> { Err(Error::NotCompiledWithMetalSupport) ...
candle/candle-core/src/quantized/dummy_metal.rs/0
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use crate::{Result, Tensor}; #[macro_export] macro_rules! test_device { // TODO: Switch to generating the two last arguments automatically once concat_idents is // stable. https://github.com/rust-lang/rust/issues/29599 ($fn_name: ident, $test_cpu: ident, $test_cuda: ident, $test_metal: ident) => { ...
candle/candle-core/src/test_utils.rs/0
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use candle_core::{test_device, test_utils, DType, Device, IndexOp, Result, Tensor, D}; fn zeros(device: &Device) -> Result<()> { let tensor = Tensor::zeros((5, 2), DType::F32, device)?; let (dim1, dim2) = tensor.dims2()?; assert_eq!(dim1, 5); assert_eq!(dim2, 2); Ok(()) } fn ones(device: &Device) ...
candle/candle-core/tests/tensor_tests.rs/0
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# candle-examples
candle/candle-examples/README.md/0
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# candle-dinov2 [DINOv2](https://github.com/facebookresearch/dinov2) is a computer vision model. In this example, it is used as an ImageNet classifier: the model returns the probability for the image to belong to each of the 1000 ImageNet categories. ## Running some example ```bash cargo run --example dinov2 --relea...
candle/candle-examples/examples/dinov2/README.md/0
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#[cfg(feature = "mkl")] extern crate intel_mkl_src; #[cfg(feature = "accelerate")] extern crate accelerate_src; use candle_transformers::models::jina_bert::{BertModel, Config}; use anyhow::Error as E; use candle::{DType, Module, Tensor}; use candle_nn::VarBuilder; use clap::Parser; #[derive(Parser, Debug)] #[comman...
candle/candle-examples/examples/jina-bert/main.rs/0
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# candle-mistral: 7b LLM with Apache 2.0 licensed weights Mistral-7B-v0.1 is a pretrained generative LLM with 7 billion parameters. It outperforms all the publicly available 13b models as of 2023-09-28. Weights (and the original Python model code) are released under the permissive Apache 2.0 license. - [Blog post](ht...
candle/candle-examples/examples/mistral/README.md/0
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# candle-quantized-llama: Fast Inference of quantized LLaMA models This example provides a quantized LLaMA model similar to [llama.cpp](https://github.com/ggerganov/llama.cpp). This is based on candle built-in quantization methods. Supported features include: - 2-bit, 3-bit, 4-bit, 5-bit, 6-bit and 8-bit integer quan...
candle/candle-examples/examples/quantized/README.md/0
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# candle-resnet A candle implementation of inference using a pre-trained [ResNet](https://arxiv.org/abs/1512.03385). This uses a classification head trained on the ImageNet dataset and returns the probabilities for the top-5 classes. ## Running an example ``` $ cargo run --example resnet --release -- --image tiger.j...
candle/candle-examples/examples/resnet/README.md/0
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# candle-stable-lm StableLM-3B-4E1T is a 3 billion parameter decoder-only language model pre-trained on 1 trillion tokens of diverse English and code datasets for 4 epochs. See the [HuggingFace Hub Model Card](https://huggingface.co/stabilityai/stablelm-3b-4e1t). Note that this model is gated so you will have to requ...
candle/candle-examples/examples/stable-lm/README.md/0
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# candle-whisper: speech recognition An implementation of [OpenAI Whisper](https://github.com/openai/whisper) using candle. Whisper is a general purpose speech recognition model, it can be used to convert audio files (in the `.wav` format) to text. Supported features include language detection as well as multilingual ...
candle/candle-examples/examples/whisper/README.md/0
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#include <cmath> #include <cute/tensor.hpp> #include <cutlass/cutlass.h> #include <cutlass/array.h> #include "utils.h" namespace flash { using namespace cute; //////////////////////////////////////////////////////////////////////////////////////////////////// template <bool Is_causal, typename Engine, typename L...
candle/candle-flash-attn/kernels/alibi.h/0
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# candle-kernels This crate contains CUDA kernels used from candle. Some of these implementations come from the [dfdx crate](https://github.com/coreylowman/dfdx).
candle/candle-kernels/README.md/0
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[package] name = "candle-metal-kernels" version = "0.4.2" edition = "2021" description = "Metal kernels for Candle" repository = "https://github.com/huggingface/candle" keywords = ["blas", "tensor", "machine-learning"] categories = ["science"] license = "MIT OR Apache-2.0" [dependencies] metal = { version = "0.27.0"...
candle/candle-metal-kernels/Cargo.toml/0
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use candle_metal_kernels::{binary, call_binary_contiguous, call_binary_strided, Kernels}; use half::{bf16, f16}; use metal::objc::rc::autoreleasepool; use metal::{Device, MTLResourceOptions}; use rand; use std::any::type_name; use std::time::Instant; fn main() { let device = Device::system_default().unwrap(); ...
candle/candle-metal-kernels/tmp/binary.rs/0
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pub mod activation; pub mod batch_norm; pub mod conv; pub mod embedding; pub mod encoding; pub mod func; pub mod group_norm; pub mod init; pub mod layer_norm; pub mod linear; pub mod loss; pub mod ops; pub mod optim; pub mod rnn; pub mod sequential; pub mod var_builder; pub mod var_map; pub use activation::{prelu, Act...
candle/candle-nn/src/lib.rs/0
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#[cfg(feature = "mkl")] extern crate intel_mkl_src; #[cfg(feature = "accelerate")] extern crate accelerate_src; use candle::{test_utils::to_vec2_round, DType, Device, Result, Tensor}; use candle_nn::RNN; /* The following test can be verified against PyTorch using the following snippet. import torch from torch import...
candle/candle-nn/tests/rnn.rs/0
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# Generated content DO NOT EDIT from typing import Any, Callable, Dict, List, Optional, Tuple, Union, Sequence from os import PathLike from candle.typing import _ArrayLike, Device, Scalar, Index, Shape class bf16(DType): pass @staticmethod def cat(tensors: List[Tensor], dim: int) -> Tensor: """ Concatenat...
candle/candle-pyo3/py_src/candle/__init__.pyi/0
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# Generated content DO NOT EDIT from typing import Any, Callable, Dict, List, Optional, Tuple, Union, Sequence from os import PathLike from candle.typing import _ArrayLike, Device, Scalar, Index, Shape from candle import Tensor, DType, QTensor @staticmethod def cuda_is_available() -> bool: """ Returns true if ...
candle/candle-pyo3/py_src/candle/utils/__init__.pyi/0
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import candle from candle import Tensor, QTensor from candle.utils import load_safetensors, save_gguf, load_gguf, save_safetensors from pathlib import Path TEST_DIR = Path(__file__).parent.parent / "_workdir" TEST_DIR.mkdir(exist_ok=True) def test_can_roundtrip_safetensors(): tensors = { "a": candle.rand...
candle/candle-pyo3/tests/native/test_utils.py/0
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