text stringlengths 5 424k | id stringlengths 13 178 | metadata dict | __index_level_0__ int64 0 672 |
|---|---|---|---|
# Using the `modular_converter` linter
`pip install libcst` is a must!
# `sh examples/modular-transformers/convert_examples.sh` to get the converted outputs
The modular converter is a new `linter` specific to `transformers`. It allows us to unpack inheritance in python to convert a modular file like `modular_gemma.p... | transformers/examples/modular-transformers/README.md/0 | {
"file_path": "transformers/examples/modular-transformers/README.md",
"repo_id": "transformers",
"token_count": 368
} | 459 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from examples/modular-transformers/modular_roberta.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
... | transformers/examples/modular-transformers/modeling_roberta.py/0 | {
"file_path": "transformers/examples/modular-transformers/modeling_roberta.py",
"repo_id": "transformers",
"token_count": 18126
} | 460 |
from typing import Optional, Union
import torch
from transformers.modeling_outputs import CausalLMOutputWithPast
from transformers.models.llama.modeling_llama import LlamaModel
from ...cache_utils import Cache
# example where we need some deps and some functions
class SuperModel(LlamaModel):
def forward(
... | transformers/examples/modular-transformers/modular_super.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_super.py",
"repo_id": "transformers",
"token_count": 561
} | 461 |
<!---
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/pytorch/image-classification/README.md/0 | {
"file_path": "transformers/examples/pytorch/image-classification/README.md",
"repo_id": "transformers",
"token_count": 2867
} | 462 |
#!/usr/bin/env python
# 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
#
# U... | transformers/examples/pytorch/language-modeling/run_clm_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/language-modeling/run_clm_no_trainer.py",
"repo_id": "transformers",
"token_count": 12762
} | 463 |
<!---
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/pytorch/question-answering/README.md/0 | {
"file_path": "transformers/examples/pytorch/question-answering/README.md",
"repo_id": "transformers",
"token_count": 2435
} | 464 |
#!/usr/bin/env python
# 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
#
# U... | transformers/examples/pytorch/speech-pretraining/run_wav2vec2_pretraining_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/speech-pretraining/run_wav2vec2_pretraining_no_trainer.py",
"repo_id": "transformers",
"token_count": 14103
} | 465 |
# 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 required by appl... | transformers/examples/pytorch/text-classification/run_glue_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/text-classification/run_glue_no_trainer.py",
"repo_id": "transformers",
"token_count": 12439
} | 466 |
import json
from typing import Any
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
from transformers.quantizers import HfQuantizer, register_quantization_config, register_quantizer
from transformers.utils.quantization_config import QuantizationConfigMixin
@register_quantization_config("cus... | transformers/examples/quantization/custom_quantization.py/0 | {
"file_path": "transformers/examples/quantization/custom_quantization.py",
"repo_id": "transformers",
"token_count": 911
} | 467 |
# 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/commands/add_new_model_like.py/0 | {
"file_path": "transformers/src/transformers/commands/add_new_model_like.py",
"repo_id": "transformers",
"token_count": 13853
} | 468 |
# 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 to in writing, software
# distributed under th... | transformers/src/transformers/data/metrics/__init__.py/0 | {
"file_path": "transformers/src/transformers/data/metrics/__init__.py",
"repo_id": "transformers",
"token_count": 1413
} | 469 |
# 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/generation/__init__.py/0 | {
"file_path": "transformers/src/transformers/generation/__init__.py",
"repo_id": "transformers",
"token_count": 3063
} | 470 |
# 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/hf_argparser.py/0 | {
"file_path": "transformers/src/transformers/hf_argparser.py",
"repo_id": "transformers",
"token_count": 8605
} | 471 |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# 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... | transformers/src/transformers/integrations/executorch.py/0 | {
"file_path": "transformers/src/transformers/integrations/executorch.py",
"repo_id": "transformers",
"token_count": 21846
} | 472 |
# 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/peft.py/0 | {
"file_path": "transformers/src/transformers/integrations/peft.py",
"repo_id": "transformers",
"token_count": 12010
} | 473 |
/*!
**************************************************************************************************
* 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/deta/ms_deform_attn.h/0 | {
"file_path": "transformers/src/transformers/kernels/deta/ms_deform_attn.h",
"repo_id": "transformers",
"token_count": 667
} | 474 |
#include <torch/extension.h>
#include <ATen/ATen.h>
#include <vector>
std::vector<at::Tensor> fast_hash_ver1_kernel(
at::Tensor query_mask,
at::Tensor query_vector,
at::Tensor key_mask,
at::Tensor key_vector,
int num_hash_f,
int hash_code_len,
bool use_cuda
);
at::Tensor lsh_cumulation_ver1_kernel(
at... | transformers/src/transformers/kernels/yoso/fast_lsh_cumulation.h/0 | {
"file_path": "transformers/src/transformers/kernels/yoso/fast_lsh_cumulation.h",
"repo_id": "transformers",
"token_count": 639
} | 475 |
# Copyright 2024 The ggml.ai team and The HuggingFace Inc. team. and pygguf author (github.com/99991)
# https://github.com/99991/pygguf
#
# 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/modeling_gguf_pytorch_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_gguf_pytorch_utils.py",
"repo_id": "transformers",
"token_count": 9644
} | 476 |
# 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/models/auto/configuration_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/configuration_auto.py",
"repo_id": "transformers",
"token_count": 26674
} | 477 |
# coding=utf-8
# Copyright 2024 IBM 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/bamba/configuration_bamba.py/0 | {
"file_path": "transformers/src/transformers/models/bamba/configuration_bamba.py",
"repo_id": "transformers",
"token_count": 4056
} | 478 |
# 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/bert/convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bert/convert_bert_token_dropping_original_tf2_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3029
} | 479 |
# coding=utf-8
# Copyright 2021 Google 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.apache.org/licenses/LICE... | transformers/src/transformers/models/big_bird/tokenization_big_bird.py/0 | {
"file_path": "transformers/src/transformers/models/big_bird/tokenization_big_bird.py",
"repo_id": "transformers",
"token_count": 5663
} | 480 |
# coding=utf-8
# Copyright 2021, The Facebook, 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/blenderbot_small/tokenization_blenderbot_small_fast.py/0 | {
"file_path": "transformers/src/transformers/models/blenderbot_small/tokenization_blenderbot_small_fast.py",
"repo_id": "transformers",
"token_count": 1420
} | 481 |
# 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/bloom/convert_bloom_original_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bloom/convert_bloom_original_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4788
} | 482 |
# 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/bros/convert_bros_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/bros/convert_bros_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2038
} | 483 |
# coding=utf-8
# Copyright Google 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/canine/tokenization_canine.py/0 | {
"file_path": "transformers/src/transformers/models/canine/tokenization_canine.py",
"repo_id": "transformers",
"token_count": 3381
} | 484 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/cohere2_vision/modular_cohere2_vision.py.
# Do NOT edit this file manually as any edits will be overwritten by th... | transformers/src/transformers/models/cohere2_vision/image_processing_cohere2_vision_fast.py/0 | {
"file_path": "transformers/src/transformers/models/cohere2_vision/image_processing_cohere2_vision_fast.py",
"repo_id": "transformers",
"token_count": 5749
} | 485 |
# 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/convnext/convert_convnext_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/convnext/convert_convnext_to_pytorch.py",
"repo_id": "transformers",
"token_count": 4220
} | 486 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/d_fine/modular_d_fine.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
... | transformers/src/transformers/models/d_fine/configuration_d_fine.py/0 | {
"file_path": "transformers/src/transformers/models/d_fine/configuration_d_fine.py",
"repo_id": "transformers",
"token_count": 9424
} | 487 |
# coding=utf-8
# Copyright Meta Platforms 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/data2vec/configuration_data2vec_vision.py/0 | {
"file_path": "transformers/src/transformers/models/data2vec/configuration_data2vec_vision.py",
"repo_id": "transformers",
"token_count": 3515
} | 488 |
# coding=utf-8
# Copyright 2020 Microsoft 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 required... | transformers/src/transformers/models/deberta/tokenization_deberta_fast.py/0 | {
"file_path": "transformers/src/transformers/models/deberta/tokenization_deberta_fast.py",
"repo_id": "transformers",
"token_count": 3553
} | 489 |
import math
from typing import Callable, Optional
import torch
import torch.nn.functional as F
from torch import nn
from ...activations import ACT2FN
from ...cache_utils import Cache
from ...modeling_flash_attention_utils import FlashAttentionKwargs
from ...modeling_layers import GenericForSequenceClassification, Gen... | transformers/src/transformers/models/deepseek_v3/modular_deepseek_v3.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_v3/modular_deepseek_v3.py",
"repo_id": "transformers",
"token_count": 7068
} | 490 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/deepseek_vl_hybrid/modular_deepseek_vl_hybrid.py.
# Do NOT edit this file manually as any edits will be overwritt... | transformers/src/transformers/models/deepseek_vl_hybrid/processing_deepseek_vl_hybrid.py/0 | {
"file_path": "transformers/src/transformers/models/deepseek_vl_hybrid/processing_deepseek_vl_hybrid.py",
"repo_id": "transformers",
"token_count": 3214
} | 491 |
# 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/deprecated/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/__init__.py",
"repo_id": "transformers",
"token_count": 537
} | 492 |
# coding=utf-8
# Copyright 2023 Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang 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 ... | transformers/src/transformers/models/deprecated/ernie_m/modeling_ernie_m.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/ernie_m/modeling_ernie_m.py",
"repo_id": "transformers",
"token_count": 20207
} | 493 |
# coding=utf-8
# Copyright 2022 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/licenses/LICENSE-2.0
#
# ... | transformers/src/transformers/models/deprecated/jukebox/tokenization_jukebox.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/jukebox/tokenization_jukebox.py",
"repo_id": "transformers",
"token_count": 7118
} | 494 |
# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team, The Google AI Language Team and Facebook, 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.or... | transformers/src/transformers/models/deprecated/retribert/configuration_retribert.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/retribert/configuration_retribert.py",
"repo_id": "transformers",
"token_count": 1928
} | 495 |
# 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/configuration_transfo_xl.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/transfo_xl/configuration_transfo_xl.py",
"repo_id": "transformers",
"token_count": 3185
} | 496 |
# 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/deprecated/vit_hybrid/configuration_vit_hybrid.py/0 | {
"file_path": "transformers/src/transformers/models/deprecated/vit_hybrid/configuration_vit_hybrid.py",
"repo_id": "transformers",
"token_count": 3271
} | 497 |
# 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/src/transformers/models/depth_pro/image_processing_depth_pro.py/0 | {
"file_path": "transformers/src/transformers/models/depth_pro/image_processing_depth_pro.py",
"repo_id": "transformers",
"token_count": 7871
} | 498 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/dia/modular_dia.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/dia/modeling_dia.py/0 | {
"file_path": "transformers/src/transformers/models/dia/modeling_dia.py",
"repo_id": "transformers",
"token_count": 18639
} | 499 |
# coding=utf-8
# Copyright 2023 Meta 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/dinov2/modeling_dinov2.py/0 | {
"file_path": "transformers/src/transformers/models/dinov2/modeling_dinov2.py",
"repo_id": "transformers",
"token_count": 11706
} | 500 |
# 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 | {
"file_path": "transformers/src/transformers/models/donut/image_processing_donut.py",
"repo_id": "transformers",
"token_count": 9215
} | 501 |
# 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/dpt/convert_dinov2_depth_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/dpt/convert_dinov2_depth_to_hf.py",
"repo_id": "transformers",
"token_count": 7344
} | 502 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/emu3/modular_emu3.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/emu3/modeling_emu3.py/0 | {
"file_path": "transformers/src/transformers/models/emu3/modeling_emu3.py",
"repo_id": "transformers",
"token_count": 29690
} | 503 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/eomt/modular_eomt.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/eomt/modeling_eomt.py/0 | {
"file_path": "transformers/src/transformers/models/eomt/modeling_eomt.py",
"repo_id": "transformers",
"token_count": 23100
} | 504 |
# coding=utf-8
# Copyright 2022 Meta 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/esm/configuration_esm.py/0 | {
"file_path": "transformers/src/transformers/models/esm/configuration_esm.py",
"repo_id": "transformers",
"token_count": 5954
} | 505 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/evolla/modular_evolla.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
... | transformers/src/transformers/models/evolla/modeling_evolla.py/0 | {
"file_path": "transformers/src/transformers/models/evolla/modeling_evolla.py",
"repo_id": "transformers",
"token_count": 30360
} | 506 |
# coding=utf-8
# Copyright 2022 Meta Platforms 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/flava/configuration_flava.py/0 | {
"file_path": "transformers/src/transformers/models/flava/configuration_flava.py",
"repo_id": "transformers",
"token_count": 13789
} | 507 |
# coding=utf-8
# Copyright 2025 Microsoft 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-2.0
#
#... | transformers/src/transformers/models/florence2/modular_florence2.py/0 | {
"file_path": "transformers/src/transformers/models/florence2/modular_florence2.py",
"repo_id": "transformers",
"token_count": 34984
} | 508 |
# coding=utf-8
# Copyright 2019 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/licenses/LICENSE-2.0
#
# ... | transformers/src/transformers/models/fsmt/tokenization_fsmt.py/0 | {
"file_path": "transformers/src/transformers/models/fsmt/tokenization_fsmt.py",
"repo_id": "transformers",
"token_count": 8097
} | 509 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/gemma/modular_gemma.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/gemma/modeling_gemma.py/0 | {
"file_path": "transformers/src/transformers/models/gemma/modeling_gemma.py",
"repo_id": "transformers",
"token_count": 9411
} | 510 |
# coding=utf-8
# Copyright 2025 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/gemma3/processing_gemma3.py/0 | {
"file_path": "transformers/src/transformers/models/gemma3/processing_gemma3.py",
"repo_id": "transformers",
"token_count": 3391
} | 511 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/glm4v/modular_glm4v.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/glm4v/modeling_glm4v.py/0 | {
"file_path": "transformers/src/transformers/models/glm4v/modeling_glm4v.py",
"repo_id": "transformers",
"token_count": 34789
} | 512 |
# 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/models/got_ocr2/convert_got_ocr2_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/got_ocr2/convert_got_ocr2_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 4292
} | 513 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/gpt_oss/modular_gpt_oss.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation o... | transformers/src/transformers/models/gpt_oss/modeling_gpt_oss.py/0 | {
"file_path": "transformers/src/transformers/models/gpt_oss/modeling_gpt_oss.py",
"repo_id": "transformers",
"token_count": 14302
} | 514 |
# coding=utf-8
# Copyright 2025 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/granite_speech/processing_granite_speech.py/0 | {
"file_path": "transformers/src/transformers/models/granite_speech/processing_granite_speech.py",
"repo_id": "transformers",
"token_count": 1564
} | 515 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/grounding_dino/modular_grounding_dino.py.
# Do NOT edit this file manually as any edits will be overwritten by th... | transformers/src/transformers/models/grounding_dino/image_processing_grounding_dino_fast.py/0 | {
"file_path": "transformers/src/transformers/models/grounding_dino/image_processing_grounding_dino_fast.py",
"repo_id": "transformers",
"token_count": 15012
} | 516 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/hgnet_v2/modular_hgnet_v2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation... | transformers/src/transformers/models/hgnet_v2/configuration_hgnet_v2.py/0 | {
"file_path": "transformers/src/transformers/models/hgnet_v2/configuration_hgnet_v2.py",
"repo_id": "transformers",
"token_count": 3572
} | 517 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/hunyuan_v1_dense/modular_hunyuan_v1_dense.py.
# Do NOT edit this file manually as any edits will be overwritten b... | transformers/src/transformers/models/hunyuan_v1_dense/modeling_hunyuan_v1_dense.py/0 | {
"file_path": "transformers/src/transformers/models/hunyuan_v1_dense/modeling_hunyuan_v1_dense.py",
"repo_id": "transformers",
"token_count": 9818
} | 518 |
# coding=utf-8
# Copyright 2021 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/idefics/vision.py/0 | {
"file_path": "transformers/src/transformers/models/idefics/vision.py",
"repo_id": "transformers",
"token_count": 8869
} | 519 |
# 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/src/transformers/models/ijepa/configuration_ijepa.py/0 | {
"file_path": "transformers/src/transformers/models/ijepa/configuration_ijepa.py",
"repo_id": "transformers",
"token_count": 1990
} | 520 |
# 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/instructblip/configuration_instructblip.py/0 | {
"file_path": "transformers/src/transformers/models/instructblip/configuration_instructblip.py",
"repo_id": "transformers",
"token_count": 5800
} | 521 |
# coding=utf-8
# Copyright 2025 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 requi... | transformers/src/transformers/models/internvl/modular_internvl.py/0 | {
"file_path": "transformers/src/transformers/models/internvl/modular_internvl.py",
"repo_id": "transformers",
"token_count": 10782
} | 522 |
# coding=utf-8
# Copyright 2024 JetMoe 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.... | transformers/src/transformers/models/jetmoe/modeling_jetmoe.py/0 | {
"file_path": "transformers/src/transformers/models/jetmoe/modeling_jetmoe.py",
"repo_id": "transformers",
"token_count": 23080
} | 523 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/kyutai_speech_to_text/modular_kyutai_speech_to_text.py.
# Do NOT edit this file manually as any edits will be ove... | transformers/src/transformers/models/kyutai_speech_to_text/feature_extraction_kyutai_speech_to_text.py/0 | {
"file_path": "transformers/src/transformers/models/kyutai_speech_to_text/feature_extraction_kyutai_speech_to_text.py",
"repo_id": "transformers",
"token_count": 5049
} | 524 |
# coding=utf-8
# Copyright 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.apache.org/licenses/LICENS... | transformers/src/transformers/models/layoutlmv2/tokenization_layoutlmv2.py/0 | {
"file_path": "transformers/src/transformers/models/layoutlmv2/tokenization_layoutlmv2.py",
"repo_id": "transformers",
"token_count": 33046
} | 525 |
# coding=utf-8
# Copyright 2021 Iz Beltagy, Matthew E. Peters, Arman Cohan 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://w... | transformers/src/transformers/models/led/configuration_led.py/0 | {
"file_path": "transformers/src/transformers/models/led/configuration_led.py",
"repo_id": "transformers",
"token_count": 2892
} | 526 |
# coding=utf-8
# Copyright 2025 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/lfm2_vl/configuration_lfm2_vl.py/0 | {
"file_path": "transformers/src/transformers/models/lfm2_vl/configuration_lfm2_vl.py",
"repo_id": "transformers",
"token_count": 1415
} | 527 |
# Copyright 2022 EleutherAI 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
#
# Unless r... | transformers/src/transformers/models/llama/convert_llama_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/llama/convert_llama_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 11903
} | 528 |
# 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/llava/processing_llava.py/0 | {
"file_path": "transformers/src/transformers/models/llava/processing_llava.py",
"repo_id": "transformers",
"token_count": 3991
} | 529 |
# coding=utf-8
# Copyright 2020 The Allen Institute for AI 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... | transformers/src/transformers/models/longformer/modeling_longformer.py/0 | {
"file_path": "transformers/src/transformers/models/longformer/modeling_longformer.py",
"repo_id": "transformers",
"token_count": 43925
} | 530 |
# 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/marian/convert_marian_tatoeba_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/marian/convert_marian_tatoeba_to_pytorch.py",
"repo_id": "transformers",
"token_count": 22861
} | 531 |
# 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/mask2former/modeling_mask2former.py/0 | {
"file_path": "transformers/src/transformers/models/mask2former/modeling_mask2former.py",
"repo_id": "transformers",
"token_count": 48981
} | 532 |
# coding=utf-8
# Copyright 2021, 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.apache.or... | transformers/src/transformers/models/mbart/modeling_mbart.py/0 | {
"file_path": "transformers/src/transformers/models/mbart/modeling_mbart.py",
"repo_id": "transformers",
"token_count": 38834
} | 533 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/metaclip_2/modular_metaclip_2.py.
# Do NOT edit this file manually as any edits will be overwritten by the genera... | transformers/src/transformers/models/metaclip_2/modeling_metaclip_2.py/0 | {
"file_path": "transformers/src/transformers/models/metaclip_2/modeling_metaclip_2.py",
"repo_id": "transformers",
"token_count": 23707
} | 534 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/ministral/modular_ministral.py.
# Do NOT edit this file manually as any edits will be overwritten by the generati... | transformers/src/transformers/models/ministral/configuration_ministral.py/0 | {
"file_path": "transformers/src/transformers/models/ministral/configuration_ministral.py",
"repo_id": "transformers",
"token_count": 3468
} | 535 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/mixtral/modular_mixtral.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation o... | transformers/src/transformers/models/mixtral/modeling_mixtral.py/0 | {
"file_path": "transformers/src/transformers/models/mixtral/modeling_mixtral.py",
"repo_id": "transformers",
"token_count": 12681
} | 536 |
# coding=utf-8
# Copyright 2025 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/mobilenet_v1/image_processing_mobilenet_v1_fast.py/0 | {
"file_path": "transformers/src/transformers/models/mobilenet_v1/image_processing_mobilenet_v1_fast.py",
"repo_id": "transformers",
"token_count": 494
} | 537 |
# Copyright 2025 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/models/moonshine/modular_moonshine.py/0 | {
"file_path": "transformers/src/transformers/models/moonshine/modular_moonshine.py",
"repo_id": "transformers",
"token_count": 18608
} | 538 |
# coding=utf-8
# Copyright 2023 University of Wisconsin-Madison 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.o... | transformers/src/transformers/models/mra/modeling_mra.py/0 | {
"file_path": "transformers/src/transformers/models/mra/modeling_mra.py",
"repo_id": "transformers",
"token_count": 24244
} | 539 |
# coding=utf-8
# Copyright 2024 Meta 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/musicgen_melody/processing_musicgen_melody.py/0 | {
"file_path": "transformers/src/transformers/models/musicgen_melody/processing_musicgen_melody.py",
"repo_id": "transformers",
"token_count": 2212
} | 540 |
# Copyright 2024 EleutherAI 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
#
# Unless r... | transformers/src/transformers/models/olmo/convert_olmo_weights_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/olmo/convert_olmo_weights_to_hf.py",
"repo_id": "transformers",
"token_count": 3863
} | 541 |
# 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 to in writing, software
# distributed under th... | transformers/src/transformers/models/olmoe/modeling_olmoe.py/0 | {
"file_path": "transformers/src/transformers/models/olmoe/modeling_olmoe.py",
"repo_id": "transformers",
"token_count": 22021
} | 542 |
# 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": 14608
} | 543 |
# 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/owlv2/configuration_owlv2.py/0 | {
"file_path": "transformers/src/transformers/models/owlv2/configuration_owlv2.py",
"repo_id": "transformers",
"token_count": 4931
} | 544 |
# coding=utf-8
# Copyright 2024 Microsoft Research & University of Wisconsin-Madison 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/paligemma/configuration_paligemma.py/0 | {
"file_path": "transformers/src/transformers/models/paligemma/configuration_paligemma.py",
"repo_id": "transformers",
"token_count": 2239
} | 545 |
# Copyright 2025 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-2.0
#
# Unless re... | transformers/src/transformers/models/phi4_multimodal/processing_phi4_multimodal.py/0 | {
"file_path": "transformers/src/transformers/models/phi4_multimodal/processing_phi4_multimodal.py",
"repo_id": "transformers",
"token_count": 3180
} | 546 |
# 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/src/transformers/models/pixtral/image_processing_pixtral_fast.py/0 | {
"file_path": "transformers/src/transformers/models/pixtral/image_processing_pixtral_fast.py",
"repo_id": "transformers",
"token_count": 3242
} | 547 |
# 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/prophetnet/convert_prophetnet_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/prophetnet/convert_prophetnet_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3060
} | 548 |
from typing import Callable, Optional
import torch
from packaging import version
from torch import nn
from ...cache_utils import Cache, DynamicCache
from ...integrations import use_kernel_forward_from_hub
from ...masking_utils import create_causal_mask, create_sliding_window_causal_mask
from ...modeling_flash_attenti... | transformers/src/transformers/models/qwen2/modular_qwen2.py/0 | {
"file_path": "transformers/src/transformers/models/qwen2/modular_qwen2.py",
"repo_id": "transformers",
"token_count": 4094
} | 549 |
# 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/qwen2_audio/processing_qwen2_audio.py/0 | {
"file_path": "transformers/src/transformers/models/qwen2_audio/processing_qwen2_audio.py",
"repo_id": "transformers",
"token_count": 4990
} | 550 |
# π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨π¨
# This file was automatically generated from src/transformers/models/qwen3_vl/modular_qwen3_vl.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation... | transformers/src/transformers/models/qwen3_vl/processing_qwen3_vl.py/0 | {
"file_path": "transformers/src/transformers/models/qwen3_vl/processing_qwen3_vl.py",
"repo_id": "transformers",
"token_count": 7635
} | 551 |
# coding=utf-8
# Copyright 2020 The Trax 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 copy of the License at... | transformers/src/transformers/models/reformer/configuration_reformer.py/0 | {
"file_path": "transformers/src/transformers/models/reformer/configuration_reformer.py",
"repo_id": "transformers",
"token_count": 5023
} | 552 |
# coding=utf-8
# Copyright 2022 WeChatAI 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/roc_bert/configuration_roc_bert.py/0 | {
"file_path": "transformers/src/transformers/models/roc_bert/configuration_roc_bert.py",
"repo_id": "transformers",
"token_count": 3162
} | 553 |
# coding=utf-8
# Copyright 2024 Baidu 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://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | transformers/src/transformers/models/rt_detr/modeling_rt_detr.py/0 | {
"file_path": "transformers/src/transformers/models/rt_detr/modeling_rt_detr.py",
"repo_id": "transformers",
"token_count": 41336
} | 554 |
# coding=utf-8
# Copyright 2025 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/sam/image_processing_sam_fast.py/0 | {
"file_path": "transformers/src/transformers/models/sam/image_processing_sam_fast.py",
"repo_id": "transformers",
"token_count": 13427
} | 555 |
# coding=utf-8
# Copyright 2025 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/sam2_video/video_processing_sam2_video.py/0 | {
"file_path": "transformers/src/transformers/models/sam2_video/video_processing_sam2_video.py",
"repo_id": "transformers",
"token_count": 2008
} | 556 |
# 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/seamless_m4t_v2/configuration_seamless_m4t_v2.py/0 | {
"file_path": "transformers/src/transformers/models/seamless_m4t_v2/configuration_seamless_m4t_v2.py",
"repo_id": "transformers",
"token_count": 9887
} | 557 |
# 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/src/transformers/models/seggpt/configuration_seggpt.py/0 | {
"file_path": "transformers/src/transformers/models/seggpt/configuration_seggpt.py",
"repo_id": "transformers",
"token_count": 2496
} | 558 |
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