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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/... | transformers/src/transformers/models/wav2vec2/configuration_wav2vec2.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2/configuration_wav2vec2.py",
"repo_id": "transformers",
"token_count": 7858
} | 404 |
# coding=utf-8
# Copyright 2022 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/models/wav2vec2_conformer/convert_wav2vec2_conformer_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2_conformer/convert_wav2vec2_conformer_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 6286
} | 405 |
# coding=utf-8
# Copyright 2021 The Fairseq Authors 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/LICE... | transformers/src/transformers/models/xglm/modeling_tf_xglm.py/0 | {
"file_path": "transformers/src/transformers/models/xglm/modeling_tf_xglm.py",
"repo_id": "transformers",
"token_count": 19987
} | 406 |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and 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://ww... | transformers/src/transformers/models/xlm_roberta/tokenization_xlm_roberta_fast.py/0 | {
"file_path": "transformers/src/transformers/models/xlm_roberta/tokenization_xlm_roberta_fast.py",
"repo_id": "transformers",
"token_count": 3195
} | 407 |
# 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/onnx/__main__.py/0 | {
"file_path": "transformers/src/transformers/onnx/__main__.py",
"repo_id": "transformers",
"token_count": 3988
} | 408 |
from typing import List, Union
import numpy as np
from ..utils import (
ExplicitEnum,
add_end_docstrings,
is_tf_available,
is_torch_available,
is_vision_available,
logging,
requires_backends,
)
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL im... | transformers/src/transformers/pipelines/image_classification.py/0 | {
"file_path": "transformers/src/transformers/pipelines/image_classification.py",
"repo_id": "transformers",
"token_count": 3522
} | 409 |
from typing import List, Union
from ..utils import add_end_docstrings, is_torch_available, is_vision_available, logging
from .base import Pipeline, build_pipeline_init_args
if is_vision_available():
from PIL import Image
from ..image_utils import load_image
if is_torch_available():
from ..models.auto.m... | transformers/src/transformers/pipelines/visual_question_answering.py/0 | {
"file_path": "transformers/src/transformers/pipelines/visual_question_answering.py",
"repo_id": "transformers",
"token_count": 3576
} | 410 |
# 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/quantizer_gptq.py/0 | {
"file_path": "transformers/src/transformers/quantizers/quantizer_gptq.py",
"repo_id": "transformers",
"token_count": 1447
} | 411 |
# coding=utf-8
# Copyright 2020-present 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 ap... | transformers/src/transformers/trainer_callback.py/0 | {
"file_path": "transformers/src/transformers/trainer_callback.py",
"repo_id": "transformers",
"token_count": 11993
} | 412 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import DummyObject, requires_backends
class FlaxForcedBOSTokenLogitsProcessor(metaclass=DummyObject):
_backends = ["flax"]
def __init__(self, *args, **kwargs):
requires_backends(self, ["flax"])
class FlaxForced... | transformers/src/transformers/utils/dummy_flax_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_flax_objects.py",
"repo_id": "transformers",
"token_count": 14238
} | 413 |
# 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/src/transformers/utils/hub.py/0 | {
"file_path": "transformers/src/transformers/utils/hub.py",
"repo_id": "transformers",
"token_count": 24076
} | 414 |
**TEMPLATE**
=====================================
*search & replace the following keywords, e.g.:*
`:%s/\[name of model\]/brand_new_bert/g`
-[lowercase name of model] # e.g. brand_new_bert
-[camelcase name of model] # e.g. BrandNewBert
-[name of mentor] # e.g. [Peter](https://github.com/peter)
-[link to origin... | transformers/templates/adding_a_new_model/ADD_NEW_MODEL_PROPOSAL_TEMPLATE.md/0 | {
"file_path": "transformers/templates/adding_a_new_model/ADD_NEW_MODEL_PROPOSAL_TEMPLATE.md",
"repo_id": "transformers",
"token_count": 14136
} | 415 |
# coding=utf-8
# Copyright 2020 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/tests/generation/test_tf_logits_process.py/0 | {
"file_path": "transformers/tests/generation/test_tf_logits_process.py",
"repo_id": "transformers",
"token_count": 10091
} | 416 |
# 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/audio_spectrogram_transformer/test_modeling_audio_spectrogram_transformer.py/0 | {
"file_path": "transformers/tests/models/audio_spectrogram_transformer/test_modeling_audio_spectrogram_transformer.py",
"repo_id": "transformers",
"token_count": 3928
} | 417 |
# 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/test_modeling_tf_bert.py/0 | {
"file_path": "transformers/tests/models/bert/test_modeling_tf_bert.py",
"repo_id": "transformers",
"token_count": 13599
} | 418 |
# coding=utf-8
# Copyright 2022 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/blip/test_image_processing_blip.py/0 | {
"file_path": "transformers/tests/models/blip/test_image_processing_blip.py",
"repo_id": "transformers",
"token_count": 2203
} | 419 |
# 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/chinese_clip/test_modeling_chinese_clip.py/0 | {
"file_path": "transformers/tests/models/chinese_clip/test_modeling_chinese_clip.py",
"repo_id": "transformers",
"token_count": 12682
} | 420 |
# coding=utf-8
# Copyright 2018 Salesforce 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
#
# Unless required by a... | transformers/tests/models/ctrl/test_modeling_ctrl.py/0 | {
"file_path": "transformers/tests/models/ctrl/test_modeling_ctrl.py",
"repo_id": "transformers",
"token_count": 4756
} | 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/deit/test_modeling_tf_deit.py/0 | {
"file_path": "transformers/tests/models/deit/test_modeling_tf_deit.py",
"repo_id": "transformers",
"token_count": 4887
} | 422 |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors, Allegro.pl and 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/li... | transformers/tests/models/herbert/test_tokenization_herbert.py/0 | {
"file_path": "transformers/tests/models/herbert/test_tokenization_herbert.py",
"repo_id": "transformers",
"token_count": 2218
} | 423 |
# 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/idefics2/test_processing_idefics2.py/0 | {
"file_path": "transformers/tests/models/idefics2/test_processing_idefics2.py",
"repo_id": "transformers",
"token_count": 4942
} | 424 |
# 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/llama/test_modeling_llama.py/0 | {
"file_path": "transformers/tests/models/llama/test_modeling_llama.py",
"repo_id": "transformers",
"token_count": 23303
} | 425 |
# coding=utf-8
# 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 requir... | transformers/tests/models/mamba2/test_modeling_mamba2.py/0 | {
"file_path": "transformers/tests/models/mamba2/test_modeling_mamba2.py",
"repo_id": "transformers",
"token_count": 7466
} | 426 |
# 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/maskformer/test_modeling_maskformer.py/0 | {
"file_path": "transformers/tests/models/maskformer/test_modeling_maskformer.py",
"repo_id": "transformers",
"token_count": 12685
} | 427 |
# 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/mgp_str/test_tokenization_mgp_str.py/0 | {
"file_path": "transformers/tests/models/mgp_str/test_tokenization_mgp_str.py",
"repo_id": "transformers",
"token_count": 1631
} | 428 |
# coding=utf-8
# Copyright 2024 HuggingFace Inc. team. All rights reserved.
# Copyright (c) 2024, NVIDIA CORPORATION. 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/tests/models/nemotron/test_modeling_nemotron.py/0 | {
"file_path": "transformers/tests/models/nemotron/test_modeling_nemotron.py",
"repo_id": "transformers",
"token_count": 4139
} | 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 r... | transformers/tests/models/paligemma/test_modeling_paligemma.py/0 | {
"file_path": "transformers/tests/models/paligemma/test_modeling_paligemma.py",
"repo_id": "transformers",
"token_count": 9750
} | 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/persimmon/test_modeling_persimmon.py/0 | {
"file_path": "transformers/tests/models/persimmon/test_modeling_persimmon.py",
"repo_id": "transformers",
"token_count": 10480
} | 431 |
# 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/poolformer/test_modeling_poolformer.py/0 | {
"file_path": "transformers/tests/models/poolformer/test_modeling_poolformer.py",
"repo_id": "transformers",
"token_count": 3643
} | 432 |
# 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/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py/0 | {
"file_path": "transformers/tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py",
"repo_id": "transformers",
"token_count": 23297
} | 433 |
# 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/tapas/test_modeling_tf_tapas.py/0 | {
"file_path": "transformers/tests/models/tapas/test_modeling_tf_tapas.py",
"repo_id": "transformers",
"token_count": 21164
} | 434 |
# 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/tests/models/vision_text_dual_encoder/test_processor_vision_text_dual_encoder.py/0 | {
"file_path": "transformers/tests/models/vision_text_dual_encoder/test_processor_vision_text_dual_encoder.py",
"repo_id": "transformers",
"token_count": 2796
} | 435 |
# 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/models/vitmatte/test_image_processing_vitmatte.py/0 | {
"file_path": "transformers/tests/models/vitmatte/test_image_processing_vitmatte.py",
"repo_id": "transformers",
"token_count": 3675
} | 436 |
# 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/wav2vec2_bert/test_modeling_wav2vec2_bert.py/0 | {
"file_path": "transformers/tests/models/wav2vec2_bert/test_modeling_wav2vec2_bert.py",
"repo_id": "transformers",
"token_count": 17014
} | 437 |
# 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/zoedepth/test_modeling_zoedepth.py/0 | {
"file_path": "transformers/tests/models/zoedepth/test_modeling_zoedepth.py",
"repo_id": "transformers",
"token_count": 3883
} | 438 |
# 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 | {
"file_path": "transformers/tests/pipelines/test_pipelines_image_to_image.py",
"repo_id": "transformers",
"token_count": 1141
} | 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_zero_shot_audio_classification.py/0 | {
"file_path": "transformers/tests/pipelines/test_pipelines_zero_shot_audio_classification.py",
"repo_id": "transformers",
"token_count": 1610
} | 440 |
# coding=utf-8
# 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 requir... | transformers/tests/quantization/ggml/test_ggml.py/0 | {
"file_path": "transformers/tests/quantization/ggml/test_ggml.py",
"repo_id": "transformers",
"token_count": 5841
} | 441 |
# 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/test_modeling_tf_common.py/0 | {
"file_path": "transformers/tests/test_modeling_tf_common.py",
"repo_id": "transformers",
"token_count": 43646
} | 442 |
# coding=utf-8
# Copyright 2019-present, 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 a... | transformers/tests/utils/test_generic.py/0 | {
"file_path": "transformers/tests/utils/test_generic.py",
"repo_id": "transformers",
"token_count": 4758
} | 443 |
# 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/utils/test_versions_utils.py/0 | {
"file_path": "transformers/tests/utils/test_versions_utils.py",
"repo_id": "transformers",
"token_count": 1539
} | 444 |
# 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_table.py/0 | {
"file_path": "transformers/utils/check_table.py",
"repo_id": "transformers",
"token_count": 4387
} | 445 |
# 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 | {
"file_path": "transformers/utils/notification_service.py",
"repo_id": "transformers",
"token_count": 24162
} | 446 |
from transformers import CLIPImageProcessor
class CustomImageProcessor(CLIPImageProcessor):
pass
| transformers/utils/test_module/custom_image_processing.py/0 | {
"file_path": "transformers/utils/test_module/custom_image_processing.py",
"repo_id": "transformers",
"token_count": 29
} | 447 |
# pip install openrlbenchmark==0.2.1a5
# see https://github.com/openrlbenchmark/openrlbenchmark#get-started for documentation
echo "we deal with $TAGS_STRING"
python -m openrlbenchmark.rlops_multi_metrics \
--filters '?we=huggingface&wpn=trl&xaxis=_step&ceik=trl_ppo_trainer_config.value.reward_model&cen=trl_ppo_tr... | trl/benchmark/benchmark_level2_plot.sh/0 | {
"file_path": "trl/benchmark/benchmark_level2_plot.sh",
"repo_id": "trl",
"token_count": 632
} | 448 |
# Callbacks
## SyncRefModelCallback
[[autodoc]] SyncRefModelCallback
## RichProgressCallback
[[autodoc]] RichProgressCallback
## WinRateCallback
[[autodoc]] WinRateCallback
| trl/docs/source/callbacks.mdx/0 | {
"file_path": "trl/docs/source/callbacks.mdx",
"repo_id": "trl",
"token_count": 54
} | 449 |
# Examples of using peft with trl to finetune 8-bit models with Low Rank Adaption (LoRA)
The notebooks and scripts in this examples show how to use Low Rank Adaptation (LoRA) to fine-tune models in a memory efficient manner. Most of PEFT methods supported in peft library but note that some PEFT methods such as Prompt ... | trl/docs/source/lora_tuning_peft.mdx/0 | {
"file_path": "trl/docs/source/lora_tuning_peft.mdx",
"repo_id": "trl",
"token_count": 2081
} | 450 |
# Examples
Please check out https://huggingface.co/docs/trl/example_overview for documentation on our examples. | trl/examples/README.md/0 | {
"file_path": "trl/examples/README.md",
"repo_id": "trl",
"token_count": 30
} | 451 |
<jupyter_start><jupyter_text>Tune GPT2 to generate positive reviews> Optimise GPT2 to produce positive IMDB movie reviews using a BERT sentiment classifier as a reward function. Figure: Experiment setup to tune GPT2. The yellow arrows are outside the scope of this notebook, but the trained models are available through... | trl/examples/notebooks/gpt2-sentiment.ipynb/0 | {
"file_path": "trl/examples/notebooks/gpt2-sentiment.ipynb",
"repo_id": "trl",
"token_count": 3529
} | 452 |
# 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 required by appl... | trl/examples/research_projects/toxicity/scripts/gpt-j-6b-toxicity.py/0 | {
"file_path": "trl/examples/research_projects/toxicity/scripts/gpt-j-6b-toxicity.py",
"repo_id": "trl",
"token_count": 3133
} | 453 |
# 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 required by appl... | trl/examples/scripts/ppo_multi_adapter.py/0 | {
"file_path": "trl/examples/scripts/ppo_multi_adapter.py",
"repo_id": "trl",
"token_count": 2129
} | 454 |
# 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/tests/slow/test_sft_slow.py/0 | {
"file_path": "trl/tests/slow/test_sft_slow.py",
"repo_id": "trl",
"token_count": 7851
} | 455 |
# 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/tests/test_kto_trainer.py/0 | {
"file_path": "trl/tests/test_kto_trainer.py",
"repo_id": "trl",
"token_count": 8590
} | 456 |
# flake8: noqa
__version__ = "0.11.0.dev0"
from typing import TYPE_CHECKING
from .import_utils import _LazyModule, is_diffusers_available, OptionalDependencyNotAvailable
_import_structure = {
"core": [
"set_seed",
],
"environment": [
"TextEnvironment",
"TextHistory",
],
"e... | trl/trl/__init__.py/0 | {
"file_path": "trl/trl/__init__.py",
"repo_id": "trl",
"token_count": 2521
} | 457 |
# 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_value_head.py/0 | {
"file_path": "trl/trl/models/modeling_value_head.py",
"repo_id": "trl",
"token_count": 8388
} | 458 |
# 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/trl/trainer/iterative_sft_trainer.py/0 | {
"file_path": "trl/trl/trainer/iterative_sft_trainer.py",
"repo_id": "trl",
"token_count": 7768
} | 459 |
import gc
import math
import os
import time
from collections import defaultdict
from functools import wraps
from typing import Dict, List, Optional, Tuple, Union
import numpy as np
import pandas as pd
import torch
import torch.nn as nn
import torch.nn.functional as F
from accelerate import Accelerator
from accelerate.... | trl/trl/trainer/rloo_trainer.py/0 | {
"file_path": "trl/trl/trainer/rloo_trainer.py",
"repo_id": "trl",
"token_count": 13242
} | 460 |
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