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import logging from pathlib import Path import numpy as np import pytorch_lightning as pl import torch from pytorch_lightning.callbacks import EarlyStopping, ModelCheckpoint from pytorch_lightning.utilities import rank_zero_only from utils_rag import save_json def count_trainable_parameters(model): model_paramet...
transformers/examples/research_projects/rag-end2end-retriever/callbacks_rag.py/0
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export PYTHONPATH="../":"${PYTHONPATH}" python use_own_knowledge_dataset.py ray start --head python finetune_rag.py \ --model_name_or_path facebook/rag-token-base \ --model_type rag_token \ --context_encoder_name facebook/dpr-ctx_encoder-multiset-base \ --fp16 \ --gpus 1 \ --profile \ --e...
transformers/examples/research_projects/rag-end2end-retriever/test_run/test_rag_new_features.sh/0
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import tempfile import unittest from make_student import create_student_by_copying_alternating_layers from transformers import AutoConfig from transformers.file_utils import cached_property from transformers.testing_utils import require_torch TINY_BART = "sshleifer/bart-tiny-random" TINY_T5 = "patrickvonplaten/t5-t...
transformers/examples/research_projects/seq2seq-distillation/_test_make_student.py/0
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### Saved Pseudo-Labels These are the generations of various large models on various large **training** sets. All in all they took about 200 GPU hours to produce. ### Available Pseudo-labels | Dataset | Model | Link ...
transformers/examples/research_projects/seq2seq-distillation/precomputed_pseudo_labels.md/0
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import getopt import json import os # import numpy as np import sys from collections import OrderedDict import datasets import numpy as np import torch from modeling_frcnn import GeneralizedRCNN from processing_image import Preprocess from utils import Config """ USAGE: ``python extracting_data.py -i <img_dir> -o ...
transformers/examples/research_projects/visual_bert/extracting_data.py/0
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#!/usr/bin/env python # 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/LI...
transformers/examples/research_projects/xtreme-s/run_xtreme_s.py/0
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# Training a masked language model end-to-end from scratch on TPUs In this example, we're going to demonstrate how to train a TensorFlow model from 🤗 Transformers from scratch. If you're interested in some background theory on training Hugging Face models with TensorFlow on TPU, please check out our [tutorial doc](h...
transformers/examples/tensorflow/language-modeling-tpu/README.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 ...
transformers/examples/tensorflow/summarization/README.md/0
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# this is the process of uploading the updated models to s3. As I can't upload them directly to the correct orgs, this script shows how this is done # 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 comp...
transformers/scripts/fsmt/s3-move.sh/0
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# coding=utf-8 # Copyright 2018 The HuggingFace Inc. team. # Copyright (c) 2018, 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 # # http://www.a...
transformers/src/transformers/benchmark/benchmark_tf.py/0
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# coding=utf-8 # Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team. # Copyright (c) 2018, 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 cop...
transformers/src/transformers/configuration_utils.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/data/processors/squad.py/0
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# 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/src/transformers/generation/flax_logits_process.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...
transformers/src/transformers/integrations/__init__.py/0
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/*! ************************************************************************************************** * Deformable DETR * Copyright (c) 2020 SenseTime. All Rights Reserved. * Licensed under the Apache License, Version 2.0 [see LICENSE for details] ***********************************************************************...
transformers/src/transformers/kernels/deformable_detr/vision.cpp/0
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#include <torch/extension.h> #include "ATen/ATen.h" typedef at::BFloat16 bf16; void cuda_forward(int B, int T, int C, float *w, float *u, float *k, float *v, float *y); void cuda_forward_bf16(int B, int T, int C, float *w, bf16 *u, bf16 *k, bf16 *v, bf16 *y); void cuda_forward_with_state(int B, int T, int C, float *w,...
transformers/src/transformers/kernels/rwkv/wkv_op.cpp/0
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# coding=utf-8 # Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team. # Copyright (c) 2018, 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 cop...
transformers/src/transformers/modeling_tf_pytorch_utils.py/0
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# coding=utf-8 # Copyright 2018 The Google Flax Team 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://www.apache.org/licenses/LICENSE-2.0 ...
transformers/src/transformers/models/auto/modeling_flax_auto.py/0
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# coding=utf-8 # Copyright 2021 The Fairseq 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://www.apache.org/licenses/...
transformers/src/transformers/models/bart/modeling_bart.py/0
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# coding=utf-8 # Copyright 2021 Microsoft Research 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/licenses/LICENSE-2.0 # # Unless...
transformers/src/transformers/models/beit/modeling_flax_beit.py/0
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# coding=utf-8 # Copyright (c) 2020, 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 # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless re...
transformers/src/transformers/models/bert_generation/tokenization_bert_generation.py/0
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# coding=utf-8 # Copyright 2023 The Salesforce Team Authors and The HuggingFace Team. All rights reserved. # # Licensed under the BSD-3-clause license (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://opensource.org/licenses/BSD...
transformers/src/transformers/models/blip/modeling_tf_blip_text.py/0
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# coding=utf-8 # Copyright 2023 The Intel Labs Team Authors, The Microsoft Research Team Authors and 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 a...
transformers/src/transformers/models/bridgetower/modeling_bridgetower.py/0
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# coding=utf-8 # Copyright 2023 The LAION-AI Team and 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...
transformers/src/transformers/models/clap/modeling_clap.py/0
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# coding=utf-8 # Copyright 2022 The OpenAI Team Authors and 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/L...
transformers/src/transformers/models/clipseg/modeling_clipseg.py/0
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# coding=utf-8 # Copyright 2022 The Salesforce authors, The Open AI Team 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://www.apache.org/l...
transformers/src/transformers/models/codegen/tokenization_codegen.py/0
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# coding=utf-8 # Copyright 2022 Meta Platforms, Inc. 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://www.apache.org/licenses...
transformers/src/transformers/models/convnext/configuration_convnext.py/0
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# coding=utf-8 # Copyright 2022 The OpenBMB Team 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://www.apache.org/licenses/LIC...
transformers/src/transformers/models/cpmant/modeling_cpmant.py/0
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# 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/src/transformers/models/data2vec/convert_data2vec_audio_original_pytorch_checkpoint_to_pytorch.py/0
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# coding=utf-8 # Copyright 2021 Microsoft 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://www.apache.org/licenses/LICENSE-2....
transformers/src/transformers/models/deberta_v2/modeling_tf_deberta_v2.py/0
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# coding=utf-8 # Copyright 2023 EleutherAI and the HuggingFace Inc. team. All rights reserved. # # This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX # and OPT implementations in this library. It has been modified from its # original forms to accommodate minor architectural differences compared # to G...
transformers/src/transformers/models/deprecated/open_llama/configuration_open_llama.py/0
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# coding=utf-8 # Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team. # Copyright (c) 2018, 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 Lice...
transformers/src/transformers/models/deprecated/transfo_xl/modeling_tf_transfo_xl.py/0
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# 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/deta/convert_deta_swin_to_pytorch.py/0
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# 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/src/transformers/models/dinov2/configuration_dinov2.py/0
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# 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/src/transformers/models/donut/image_processing_donut.py/0
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# coding=utf-8 # Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team. # Copyright (c) 2018, 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 cop...
transformers/src/transformers/models/electra/configuration_electra.py/0
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# 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/src/transformers/models/encoder_decoder/modeling_tf_encoder_decoder.py/0
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# Copyright 2021 AlQuraishi Laboratory # Copyright 2021 DeepMind Technologies Limited # # 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 # # U...
transformers/src/transformers/models/esm/openfold_utils/data_transforms.py/0
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# 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/src/transformers/models/fastspeech2_conformer/convert_model_with_hifigan.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...
transformers/src/transformers/models/fnet/__init__.py/0
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# coding=utf-8 # Copyright 2020, Hugging Face # # 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 agree...
transformers/src/transformers/models/funnel/configuration_funnel.py/0
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# coding=utf-8 # Copyright 2024 Google Inc. 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 # ...
transformers/src/transformers/models/gemma/modeling_gemma.py/0
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# coding=utf-8 # Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team. # Copyright (c) 2018, 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...
transformers/src/transformers/models/gpt2/configuration_gpt2.py/0
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# coding=utf-8 # Copyright 2020 The Google AI Language Team Authors, Allegro.pl, Facebook Inc. 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/herbert/tokenization_herbert.py/0
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# coding=utf-8 # Copyright 2022 EleutherAI and the HuggingFace Inc. team. All rights reserved. # # This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX # and OPT implementations in this library. It has been modified from its # original forms to accommodate minor architectural differences compared # to G...
transformers/src/transformers/models/idefics/modeling_idefics.py/0
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# coding=utf-8 # Copyright 2023 The Salesforce Authors and 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/LI...
transformers/src/transformers/models/instructblip/modeling_instructblip.py/0
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# 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/layoutlmv3/processing_layoutlmv3.py/0
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# 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/models/luke/convert_luke_original_pytorch_checkpoint_to_pytorch.py/0
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# coding=utf-8 # Copyright 2024 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/mamba/configuration_mamba.py/0
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# 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/markuplm/tokenization_markuplm_fast.py/0
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# 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/mobilenet_v1/convert_original_tf_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/mobilenet_v1/convert_original_tf_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 1888 }
358
# coding=utf-8 # Copyright 2022 Apple Inc. 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://www.apache.org/licenses/LICENSE-2...
transformers/src/transformers/models/mobilevit/modeling_tf_mobilevit.py/0
{ "file_path": "transformers/src/transformers/models/mobilevit/modeling_tf_mobilevit.py", "repo_id": "transformers", "token_count": 24329 }
359
# coding=utf-8 # Copyright 2023 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/mra/convert_mra_pytorch_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/mra/convert_mra_pytorch_to_pytorch.py", "repo_id": "transformers", "token_count": 1719 }
360
# coding=utf-8 # Copyright 2022 The Facebook AI Research Team 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://www.apache.org/licenses/LIC...
transformers/src/transformers/models/mvp/tokenization_mvp_fast.py/0
{ "file_path": "transformers/src/transformers/models/mvp/tokenization_mvp_fast.py", "repo_id": "transformers", "token_count": 5297 }
361
# 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/src/transformers/models/nougat/image_processing_nougat.py/0
{ "file_path": "transformers/src/transformers/models/nougat/image_processing_nougat.py", "repo_id": "transformers", "token_count": 10417 }
362
# coding=utf-8 # Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team. # Copyright (c) 2018, 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...
transformers/src/transformers/models/openai/modeling_openai.py/0
{ "file_path": "transformers/src/transformers/models/openai/modeling_openai.py", "repo_id": "transformers", "token_count": 16334 }
363
# 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/models/owlvit/__init__.py/0
{ "file_path": "transformers/src/transformers/models/owlvit/__init__.py", "repo_id": "transformers", "token_count": 1197 }
364
# coding=utf-8 # Copyright 2023 Adept AI 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://www.apache.org/licenses/LICENSE-2.0...
transformers/src/transformers/models/persimmon/configuration_persimmon.py/0
{ "file_path": "transformers/src/transformers/models/persimmon/configuration_persimmon.py", "repo_id": "transformers", "token_count": 3071 }
365
# coding=utf-8 # Copyright 2022, UCLA NLP, The Facebook AI Research Team 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://www...
transformers/src/transformers/models/plbart/configuration_plbart.py/0
{ "file_path": "transformers/src/transformers/models/plbart/configuration_plbart.py", "repo_id": "transformers", "token_count": 3557 }
366
# coding=utf-8 # Copyright 2023 The Pop2Piano 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://www.apache.org/licenses/LICENSE-2.0 # # Unl...
transformers/src/transformers/models/pop2piano/tokenization_pop2piano.py/0
{ "file_path": "transformers/src/transformers/models/pop2piano/tokenization_pop2piano.py", "repo_id": "transformers", "token_count": 14434 }
367
# coding=utf-8 # Copyright 2022 The REALM 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://www.apache.org/licenses/LICENSE-2.0 # # Unless ...
transformers/src/transformers/models/realm/retrieval_realm.py/0
{ "file_path": "transformers/src/transformers/models/realm/retrieval_realm.py", "repo_id": "transformers", "token_count": 2788 }
368
# 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/rembert/__init__.py/0
{ "file_path": "transformers/src/transformers/models/rembert/__init__.py", "repo_id": "transformers", "token_count": 1913 }
369
# coding=utf-8 # Copyright 2021 The Google Flax Team 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://www.apache.org/licenses/LICENSE-2.0 ...
transformers/src/transformers/models/roberta/modeling_flax_roberta.py/0
{ "file_path": "transformers/src/transformers/models/roberta/modeling_flax_roberta.py", "repo_id": "transformers", "token_count": 25326 }
370
# 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/src/transformers/models/roformer/configuration_roformer.py/0
{ "file_path": "transformers/src/transformers/models/roformer/configuration_roformer.py", "repo_id": "transformers", "token_count": 2947 }
371
# coding=utf-8 # Copyright 2023 The Meta AI Authors and 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/LICEN...
transformers/src/transformers/models/sam/modeling_sam.py/0
{ "file_path": "transformers/src/transformers/models/sam/modeling_sam.py", "repo_id": "transformers", "token_count": 27304 }
372
# coding=utf-8 # Copyright 2021 NVIDIA 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://www.apache.org/licenses/LICENSE-2.0 #...
transformers/src/transformers/models/segformer/configuration_segformer.py/0
{ "file_path": "transformers/src/transformers/models/segformer/configuration_segformer.py", "repo_id": "transformers", "token_count": 3011 }
373
# 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/models/speech_to_text/__init__.py/0
{ "file_path": "transformers/src/transformers/models/speech_to_text/__init__.py", "repo_id": "transformers", "token_count": 1361 }
374
# 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/src/transformers/models/speecht5/convert_speecht5_original_pytorch_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/speecht5/convert_speecht5_original_pytorch_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 7959 }
375
# 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/models/swin2sr/__init__.py/0
{ "file_path": "transformers/src/transformers/models/swin2sr/__init__.py", "repo_id": "transformers", "token_count": 863 }
376
# coding=utf-8 # Copyright 2018 The T5 authors 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 require...
transformers/src/transformers/models/t5/convert_t5_original_tf_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/t5/convert_t5_original_tf_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 735 }
377
# 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/models/tapas/convert_tapas_original_tf_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/tapas/convert_tapas_original_tf_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 1935 }
378
# 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/src/transformers/models/trocr/convert_trocr_unilm_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/trocr/convert_trocr_unilm_to_pytorch.py", "repo_id": "transformers", "token_count": 4298 }
379
# 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/src/transformers/models/unispeech_sat/convert_unispeech_sat_original_pytorch_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/unispeech_sat/convert_unispeech_sat_original_pytorch_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 4200 }
380
# 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/src/transformers/models/videomae/image_processing_videomae.py/0
{ "file_path": "transformers/src/transformers/models/videomae/image_processing_videomae.py", "repo_id": "transformers", "token_count": 7395 }
381
# coding=utf-8 # Copyright 2022 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 law...
transformers/src/transformers/models/vision_encoder_decoder/modeling_tf_vision_encoder_decoder.py/0
{ "file_path": "transformers/src/transformers/models/vision_encoder_decoder/modeling_tf_vision_encoder_decoder.py", "repo_id": "transformers", "token_count": 14880 }
382
# coding=utf-8 # Copyright 2024 The Fairseq 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://www.apache.org/licenses/...
transformers/src/transformers/models/wav2vec2_bert/configuration_wav2vec2_bert.py/0
{ "file_path": "transformers/src/transformers/models/wav2vec2_bert/configuration_wav2vec2_bert.py", "repo_id": "transformers", "token_count": 7140 }
383
# coding=utf-8 # Copyright 2021 The Fairseq Authors, Microsoft Research, 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://www...
transformers/src/transformers/models/wavlm/modeling_wavlm.py/0
{ "file_path": "transformers/src/transformers/models/wavlm/modeling_wavlm.py", "repo_id": "transformers", "token_count": 33888 }
384
# coding=utf-8 # Copyright 2022 Microsoft Research and 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/LICENS...
transformers/src/transformers/models/x_clip/modeling_x_clip.py/0
{ "file_path": "transformers/src/transformers/models/x_clip/modeling_x_clip.py", "repo_id": "transformers", "token_count": 30325 }
385
# coding=utf-8 # Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team. # Copyright (c) 2018, 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 Lice...
transformers/src/transformers/models/xlnet/configuration_xlnet.py/0
{ "file_path": "transformers/src/transformers/models/xlnet/configuration_xlnet.py", "repo_id": "transformers", "token_count": 4461 }
386
# coding=utf-8 # Copyright 2018 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/pipelines/base.py/0
{ "file_path": "transformers/src/transformers/pipelines/base.py", "repo_id": "transformers", "token_count": 22801 }
387
import enum import warnings from ..tokenization_utils import TruncationStrategy from ..utils import add_end_docstrings, is_tf_available, is_torch_available, logging from .base import Pipeline, build_pipeline_init_args if is_tf_available(): import tensorflow as tf from ..models.auto.modeling_tf_auto import T...
transformers/src/transformers/pipelines/text2text_generation.py/0
{ "file_path": "transformers/src/transformers/pipelines/text2text_generation.py", "repo_id": "transformers", "token_count": 6952 }
388
# 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_aqlm.py/0
{ "file_path": "transformers/src/transformers/quantizers/quantizer_aqlm.py", "repo_id": "transformers", "token_count": 1419 }
389
#!/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/__init__.py/0
{ "file_path": "transformers/src/transformers/tools/__init__.py", "repo_id": "transformers", "token_count": 984 }
390
#!/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/translation.py/0
{ "file_path": "transformers/src/transformers/tools/translation.py", "repo_id": "transformers", "token_count": 4126 }
391
# 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": 14053 }
392
# coding=utf-8 # Copyright 2020 Optuna, Hugging Face # # 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 o...
transformers/src/transformers/utils/logging.py/0
{ "file_path": "transformers/src/transformers/utils/logging.py", "repo_id": "transformers", "token_count": 4263 }
393
# 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/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/__init__.py/0
{ "file_path": "transformers/templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/__init__.py", "repo_id": "transformers", "token_count": 4961 }
394
{ "modelname": "Template", "uppercase_modelname": "TEMPLATE", "lowercase_modelname": "template", "camelcase_modelname": "Template", "authors": "The HuggingFace Team", "checkpoint_identifier": "brand-new-bert-base-cased", "tokenizer_type": "Based on BERT", "generate_tensorflow_pytorch_and_flax": "PyTorch...
transformers/templates/adding_a_new_model/tests/encoder-bert-tokenizer.json/0
{ "file_path": "transformers/templates/adding_a_new_model/tests/encoder-bert-tokenizer.json", "repo_id": "transformers", "token_count": 148 }
395
# 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/deepspeed/test_deepspeed.py/0
{ "file_path": "transformers/tests/deepspeed/test_deepspeed.py", "repo_id": "transformers", "token_count": 25323 }
396
# 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_beam_search.py/0
{ "file_path": "transformers/tests/generation/test_beam_search.py", "repo_id": "transformers", "token_count": 11152 }
397
# 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/auto/test_modeling_tf_pytorch.py/0
{ "file_path": "transformers/tests/models/auto/test_modeling_tf_pytorch.py", "repo_id": "transformers", "token_count": 4463 }
398
# coding=utf-8 # Copyright 2021 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 law o...
transformers/tests/models/bartpho/test_tokenization_bartpho.py/0
{ "file_path": "transformers/tests/models/bartpho/test_tokenization_bartpho.py", "repo_id": "transformers", "token_count": 1082 }
399
# 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/blenderbot/test_modeling_tf_blenderbot.py/0
{ "file_path": "transformers/tests/models/blenderbot/test_modeling_tf_blenderbot.py", "repo_id": "transformers", "token_count": 3935 }
400
# 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/clip/test_processor_clip.py/0
{ "file_path": "transformers/tests/models/clip/test_processor_clip.py", "repo_id": "transformers", "token_count": 3365 }
401
# coding=utf-8 # Copyright 2022 The OpenBMB Team 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/licenses/LICENSE-2.0 # # Unless r...
transformers/tests/models/cpmant/test_tokenization_cpmant.py/0
{ "file_path": "transformers/tests/models/cpmant/test_tokenization_cpmant.py", "repo_id": "transformers", "token_count": 1090 }
402
# coding=utf-8 # Copyright 2019 Hugging Face 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 a...
transformers/tests/models/deberta/test_tokenization_deberta.py/0
{ "file_path": "transformers/tests/models/deberta/test_tokenization_deberta.py", "repo_id": "transformers", "token_count": 3812 }
403
# 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/dit/test_modeling_dit.py/0
{ "file_path": "transformers/tests/models/dit/test_modeling_dit.py", "repo_id": "transformers", "token_count": 744 }
404
# 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/efficientformer/test_modeling_efficientformer.py/0
{ "file_path": "transformers/tests/models/efficientformer/test_modeling_efficientformer.py", "repo_id": "transformers", "token_count": 8648 }
405
# coding=utf-8 # Copyright 2020 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 law...
transformers/tests/models/funnel/test_modeling_funnel.py/0
{ "file_path": "transformers/tests/models/funnel/test_modeling_funnel.py", "repo_id": "transformers", "token_count": 9059 }
406
# 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/glpn/test_modeling_glpn.py/0
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