text stringlengths 7 318k | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 439 |
|---|---|---|---|
# 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/configuration_longformer.py/0 | {
"file_path": "transformers/src/transformers/models/longformer/configuration_longformer.py",
"repo_id": "transformers",
"token_count": 3683
} | 311 |
# 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/maskformer/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/maskformer/__init__.py",
"repo_id": "transformers",
"token_count": 1073
} | 312 |
# 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_v2/convert_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/mobilenet_v2/convert_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 2730
} | 313 |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team, Microsoft Corporation.
# 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/mpnet/configuration_mpnet.py/0 | {
"file_path": "transformers/src/transformers/models/mpnet/configuration_mpnet.py",
"repo_id": "transformers",
"token_count": 1977
} | 314 |
# coding=utf-8
# Copyright 2020 Mesh TensorFlow authors, 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... | transformers/src/transformers/models/mt5/modeling_tf_mt5.py/0 | {
"file_path": "transformers/src/transformers/models/mt5/modeling_tf_mt5.py",
"repo_id": "transformers",
"token_count": 1102
} | 315 |
# 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/nezha/modeling_nezha.py/0 | {
"file_path": "transformers/src/transformers/models/nezha/modeling_nezha.py",
"repo_id": "transformers",
"token_count": 31975
} | 316 |
# coding=utf-8
# Copyright 2022 UW-Madison 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/nystromformer/modeling_nystromformer.py/0 | {
"file_path": "transformers/src/transformers/models/nystromformer/modeling_nystromformer.py",
"repo_id": "transformers",
"token_count": 20582
} | 317 |
# 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/opt/convert_opt_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/opt/convert_opt_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1577
} | 318 |
# coding=utf-8
# Copyright 2022, Google 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/pegasus_x/configuration_pegasus_x.py/0 | {
"file_path": "transformers/src/transformers/models/pegasus_x/configuration_pegasus_x.py",
"repo_id": "transformers",
"token_count": 3272
} | 319 |
# coding=utf-8
# Copyright 2023 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/phi/modeling_phi.py/0 | {
"file_path": "transformers/src/transformers/models/phi/modeling_phi.py",
"repo_id": "transformers",
"token_count": 27235
} | 320 |
# 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/poolformer/convert_poolformer_original_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/poolformer/convert_poolformer_original_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3259
} | 321 |
# coding=utf-8
# Copyright 2023 Authors: Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan,
# Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao 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... | transformers/src/transformers/models/pvt/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/pvt/__init__.py",
"repo_id": "transformers",
"token_count": 907
} | 322 |
# coding=utf-8
# Copyright 2020, The RAG 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 r... | transformers/src/transformers/models/rag/modeling_tf_rag.py/0 | {
"file_path": "transformers/src/transformers/models/rag/modeling_tf_rag.py",
"repo_id": "transformers",
"token_count": 38065
} | 323 |
# 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/regnet/configuration_regnet.py/0 | {
"file_path": "transformers/src/transformers/models/regnet/configuration_regnet.py",
"repo_id": "transformers",
"token_count": 1486
} | 324 |
# coding=utf-8
# Copyright 2023 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/resnet/modeling_flax_resnet.py/0 | {
"file_path": "transformers/src/transformers/models/resnet/modeling_flax_resnet.py",
"repo_id": "transformers",
"token_count": 10373
} | 325 |
# 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/rwkv/convert_rwkv_checkpoint_to_hf.py/0 | {
"file_path": "transformers/src/transformers/models/rwkv/convert_rwkv_checkpoint_to_hf.py",
"repo_id": "transformers",
"token_count": 2938
} | 326 |
# 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/tokenization_seamless_m4t_fast.py/0 | {
"file_path": "transformers/src/transformers/models/seamless_m4t/tokenization_seamless_m4t_fast.py",
"repo_id": "transformers",
"token_count": 8728
} | 327 |
# 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/speech_encoder_decoder/modeling_speech_encoder_decoder.py/0 | {
"file_path": "transformers/src/transformers/models/speech_encoder_decoder/modeling_speech_encoder_decoder.py",
"repo_id": "transformers",
"token_count": 13121
} | 328 |
# 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_hifigan.py/0 | {
"file_path": "transformers/src/transformers/models/speecht5/convert_hifigan.py",
"repo_id": "transformers",
"token_count": 1706
} | 329 |
# 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/tvlt/feature_extraction_tvlt.py/0 | {
"file_path": "transformers/src/transformers/models/tvlt/feature_extraction_tvlt.py",
"repo_id": "transformers",
"token_count": 4436
} | 330 |
# 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/unispeech/modeling_unispeech.py/0 | {
"file_path": "transformers/src/transformers/models/unispeech/modeling_unispeech.py",
"repo_id": "transformers",
"token_count": 30778
} | 331 |
# 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/videomae/__init__.py/0 | {
"file_path": "transformers/src/transformers/models/videomae/__init__.py",
"repo_id": "transformers",
"token_count": 943
} | 332 |
# 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/vit_mae/convert_vit_mae_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/vit_mae/convert_vit_mae_to_pytorch.py",
"repo_id": "transformers",
"token_count": 3304
} | 333 |
# coding=utf-8
# Copyright 2023 The Kakao Enterprise 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/... | transformers/src/transformers/models/vits/configuration_vits.py/0 | {
"file_path": "transformers/src/transformers/models/vits/configuration_vits.py",
"repo_id": "transformers",
"token_count": 5431
} | 334 |
# 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/wav2vec2/modeling_wav2vec2.py/0 | {
"file_path": "transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py",
"repo_id": "transformers",
"token_count": 46050
} | 335 |
# 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/whisper/tokenization_whisper_fast.py/0 | {
"file_path": "transformers/src/transformers/models/whisper/tokenization_whisper_fast.py",
"repo_id": "transformers",
"token_count": 13837
} | 336 |
# 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/xlm/convert_xlm_original_pytorch_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/xlm/convert_xlm_original_pytorch_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 1106
} | 337 |
# 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/xlm_roberta_xl/configuration_xlm_roberta_xl.py/0 | {
"file_path": "transformers/src/transformers/models/xlm_roberta_xl/configuration_xlm_roberta_xl.py",
"repo_id": "transformers",
"token_count": 2935
} | 338 |
# 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/yolos/convert_yolos_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/yolos/convert_yolos_to_pytorch.py",
"repo_id": "transformers",
"token_count": 5081
} | 339 |
# 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/__init__.py/0 | {
"file_path": "transformers/src/transformers/pipelines/__init__.py",
"repo_id": "transformers",
"token_count": 21117
} | 340 |
import numpy as np
import torch
from torch.utils.data import Dataset, IterableDataset
from ..utils.generic import ModelOutput
class PipelineDataset(Dataset):
def __init__(self, dataset, process, params):
self.dataset = dataset
self.process = process
self.params = params
def __len__(s... | transformers/src/transformers/pipelines/pt_utils.py/0 | {
"file_path": "transformers/src/transformers/pipelines/pt_utils.py",
"repo_id": "transformers",
"token_count": 5884
} | 341 |
# coding=utf-8
# Copyright 2020 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | transformers/src/transformers/tokenization_utils_base.py/0 | {
"file_path": "transformers/src/transformers/tokenization_utils_base.py",
"repo_id": "transformers",
"token_count": 84984
} | 342 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/tools/text_summarization.py/0 | {
"file_path": "transformers/src/transformers/tools/text_summarization.py",
"repo_id": "transformers",
"token_count": 560
} | 343 |
# This file is autogenerated by the command `make fix-copies`, do not edit.
from ..utils import requires_backends
LAYOUTLM_V2_PRETRAINED_MODEL_ARCHIVE_LIST = None
class LayoutLMv2Model:
def __init__(self, *args, **kwargs):
requires_backends(self, ["detectron2"])
@classmethod
def from_pretrained... | transformers/src/transformers/utils/dummy_detectron2_objects.py/0 | {
"file_path": "transformers/src/transformers/utils/dummy_detectron2_objects.py",
"repo_id": "transformers",
"token_count": 156
} | 344 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/src/transformers/utils/hub.py/0 | {
"file_path": "transformers/src/transformers/utils/hub.py",
"repo_id": "transformers",
"token_count": 23259
} | 345 |
{"[MASK]": 0, "[UNK]": 1, "[PAD]": 2, "DUMMY": 3, "DUMMY2": 4, "[MASK2]": 5} | transformers/tests/fixtures/test_entity_vocab.json/0 | {
"file_path": "transformers/tests/fixtures/test_entity_vocab.json",
"repo_id": "transformers",
"token_count": 45
} | 346 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/models/auto/test_modeling_flax_auto.py/0 | {
"file_path": "transformers/tests/models/auto/test_modeling_flax_auto.py",
"repo_id": "transformers",
"token_count": 1730
} | 347 |
# coding=utf-8
# Copyright 2020 Ecole Polytechnique 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 re... | transformers/tests/models/barthez/test_tokenization_barthez.py/0 | {
"file_path": "transformers/tests/models/barthez/test_tokenization_barthez.py",
"repo_id": "transformers",
"token_count": 2393
} | 348 |
# 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 ... | transformers/tests/models/blenderbot/test_modeling_blenderbot.py/0 | {
"file_path": "transformers/tests/models/blenderbot/test_modeling_blenderbot.py",
"repo_id": "transformers",
"token_count": 10081
} | 349 |
# 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/camembert/test_modeling_tf_camembert.py/0 | {
"file_path": "transformers/tests/models/camembert/test_modeling_tf_camembert.py",
"repo_id": "transformers",
"token_count": 783
} | 350 |
import inspect
import tempfile
import unittest
import numpy as np
import transformers
from transformers import CLIPConfig, CLIPTextConfig, CLIPVisionConfig, is_flax_available, is_torch_available
from transformers.testing_utils import is_pt_flax_cross_test, require_flax, slow
from ...test_modeling_flax_common import ... | transformers/tests/models/clip/test_modeling_flax_clip.py/0 | {
"file_path": "transformers/tests/models/clip/test_modeling_flax_clip.py",
"repo_id": "transformers",
"token_count": 11160
} | 351 |
# 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/codegen/test_tokenization_codegen.py/0 | {
"file_path": "transformers/tests/models/codegen/test_tokenization_codegen.py",
"repo_id": "transformers",
"token_count": 4905
} | 352 |
# coding=utf-8
# Copyright 2018 Microsoft 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/tests/models/deberta/test_modeling_deberta.py/0 | {
"file_path": "transformers/tests/models/deberta/test_modeling_deberta.py",
"repo_id": "transformers",
"token_count": 5314
} | 353 |
# 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/fsmt/test_tokenization_fsmt.py/0 | {
"file_path": "transformers/tests/models/fsmt/test_tokenization_fsmt.py",
"repo_id": "transformers",
"token_count": 2945
} | 354 |
# 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/gpt2/test_modeling_flax_gpt2.py/0 | {
"file_path": "transformers/tests/models/gpt2/test_modeling_flax_gpt2.py",
"repo_id": "transformers",
"token_count": 7399
} | 355 |
# 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/hubert/test_modeling_hubert.py/0 | {
"file_path": "transformers/tests/models/hubert/test_modeling_hubert.py",
"repo_id": "transformers",
"token_count": 18040
} | 356 |
# 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/lilt/test_modeling_lilt.py/0 | {
"file_path": "transformers/tests/models/lilt/test_modeling_lilt.py",
"repo_id": "transformers",
"token_count": 5376
} | 357 |
# coding=utf-8
# 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 requir... | transformers/tests/models/luke/test_tokenization_luke.py/0 | {
"file_path": "transformers/tests/models/luke/test_tokenization_luke.py",
"repo_id": "transformers",
"token_count": 14108
} | 358 |
# coding=utf-8
# 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 requir... | transformers/tests/models/mluke/test_tokenization_mluke.py/0 | {
"file_path": "transformers/tests/models/mluke/test_tokenization_mluke.py",
"repo_id": "transformers",
"token_count": 14687
} | 359 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/mobilevitv2/test_modeling_mobilevitv2.py/0 | {
"file_path": "transformers/tests/models/mobilevitv2/test_modeling_mobilevitv2.py",
"repo_id": "transformers",
"token_count": 6227
} | 360 |
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/poolformer/test_modeling_poolformer.py/0 | {
"file_path": "transformers/tests/models/poolformer/test_modeling_poolformer.py",
"repo_id": "transformers",
"token_count": 3673
} | 361 |
# 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/regnet/test_modeling_tf_regnet.py/0 | {
"file_path": "transformers/tests/models/regnet/test_modeling_tf_regnet.py",
"repo_id": "transformers",
"token_count": 4911
} | 362 |
# 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/roberta_prelayernorm/test_modeling_roberta_prelayernorm.py/0 | {
"file_path": "transformers/tests/models/roberta_prelayernorm/test_modeling_roberta_prelayernorm.py",
"repo_id": "transformers",
"token_count": 10713
} | 363 |
# coding=utf-8
# Copyright 2021-2023 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law ... | transformers/tests/models/speecht5/test_feature_extraction_speecht5.py/0 | {
"file_path": "transformers/tests/models/speecht5/test_feature_extraction_speecht5.py",
"repo_id": "transformers",
"token_count": 8423
} | 364 |
# 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/swin2sr/test_modeling_swin2sr.py/0 | {
"file_path": "transformers/tests/models/swin2sr/test_modeling_swin2sr.py",
"repo_id": "transformers",
"token_count": 5790
} | 365 |
# 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/vilt/test_modeling_vilt.py/0 | {
"file_path": "transformers/tests/models/vilt/test_modeling_vilt.py",
"repo_id": "transformers",
"token_count": 11964
} | 366 |
# 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/vit/test_modeling_flax_vit.py/0 | {
"file_path": "transformers/tests/models/vit/test_modeling_flax_vit.py",
"repo_id": "transformers",
"token_count": 3243
} | 367 |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless r... | transformers/tests/models/vits/test_modeling_vits.py/0 | {
"file_path": "transformers/tests/models/vits/test_modeling_vits.py",
"repo_id": "transformers",
"token_count": 8429
} | 368 |
# 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/wav2vec2_conformer/test_modeling_wav2vec2_conformer.py/0 | {
"file_path": "transformers/tests/models/wav2vec2_conformer/test_modeling_wav2vec2_conformer.py",
"repo_id": "transformers",
"token_count": 17966
} | 369 |
# 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/optimization/test_optimization_tf.py/0 | {
"file_path": "transformers/tests/optimization/test_optimization_tf.py",
"repo_id": "transformers",
"token_count": 1782
} | 370 |
# 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/pipelines/test_pipelines_object_detection.py/0 | {
"file_path": "transformers/tests/pipelines/test_pipelines_object_detection.py",
"repo_id": "transformers",
"token_count": 6048
} | 371 |
# coding=utf-8
# Copyright 2023 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | transformers/tests/test_image_processing_utils.py/0 | {
"file_path": "transformers/tests/test_image_processing_utils.py",
"repo_id": "transformers",
"token_count": 2518
} | 372 |
# 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/tests/trainer/test_trainer.py/0 | {
"file_path": "transformers/tests/trainer/test_trainer.py",
"repo_id": "transformers",
"token_count": 62122
} | 373 |
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/tests/utils/test_file_utils.py/0 | {
"file_path": "transformers/tests/utils/test_file_utils.py",
"repo_id": "transformers",
"token_count": 2005
} | 374 |
# 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/utils/check_config_attributes.py/0 | {
"file_path": "transformers/utils/check_config_attributes.py",
"repo_id": "transformers",
"token_count": 5620
} | 375 |
# Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | transformers/utils/split_model_tests.py/0 | {
"file_path": "transformers/utils/split_model_tests.py",
"repo_id": "transformers",
"token_count": 759
} | 376 |
import json
import os
from ghapi.all import GhApi
FOLDER_STRING = os.environ.get("FOLDER_STRING", "")
folder = f"benchmark/trl/{FOLDER_STRING}"
host_url = f"https://huggingface.co/datasets/trl-internal-testing/example-images/resolve/main/images/benchmark/{FOLDER_STRING}"
# Create a GitHub API instance
github_contex... | trl/benchmark/post_github_comment.py/0 | {
"file_path": "trl/benchmark/post_github_comment.py",
"repo_id": "trl",
"token_count": 358
} | 377 |
# Use model after training
Once you have trained a model using either the SFTTrainer, PPOTrainer, or DPOTrainer, you will have a fine-tuned model that can be used for text generation. In this section, we'll walk through the process of loading the fine-tuned model and generating text. If you need to run an inference se... | trl/docs/source/use_model.md/0 | {
"file_path": "trl/docs/source/use_model.md",
"repo_id": "trl",
"token_count": 778
} | 378 |
from dataclasses import dataclass, field
from typing import Any, Dict, List, Optional, Union
import evaluate
import numpy as np
import torch
import torch.nn as nn
from datasets import load_dataset
from peft import LoraConfig, TaskType, get_peft_model
from transformers import (
AutoModelForSequenceClassification,
... | trl/examples/research_projects/stack_llama/scripts/reward_modeling.py/0 | {
"file_path": "trl/examples/research_projects/stack_llama/scripts/reward_modeling.py",
"repo_id": "trl",
"token_count": 4474
} | 379 |
# 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... | trl/examples/scripts/ppo_multi_adapter.py/0 | {
"file_path": "trl/examples/scripts/ppo_multi_adapter.py",
"repo_id": "trl",
"token_count": 2003
} | 380 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | trl/tests/test_core.py/0 | {
"file_path": "trl/tests/test_core.py",
"repo_id": "trl",
"token_count": 568
} | 381 |
# flake8: noqa
__version__ = "0.7.11.dev0"
from .core import set_seed
from .environment import TextEnvironment, TextHistory
from .extras import BestOfNSampler
from .import_utils import (
is_bitsandbytes_available,
is_diffusers_available,
is_npu_available,
is_peft_available,
is_wandb_available,
... | trl/trl/__init__.py/0 | {
"file_path": "trl/trl/__init__.py",
"repo_id": "trl",
"token_count": 434
} | 382 |
# Copyright 2023 DDPO-pytorch authors (Kevin Black), metric-space, 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/lic... | trl/trl/trainer/ddpo_trainer.py/0 | {
"file_path": "trl/trl/trainer/ddpo_trainer.py",
"repo_id": "trl",
"token_count": 12352
} | 383 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | accelerate/docs/source/basic_tutorials/launch.md/0 | {
"file_path": "accelerate/docs/source/basic_tutorials/launch.md",
"repo_id": "accelerate",
"token_count": 2702
} | 0 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | accelerate/docs/source/usage_guides/distributed_inference.md/0 | {
"file_path": "accelerate/docs/source/usage_guides/distributed_inference.md",
"repo_id": "accelerate",
"token_count": 1620
} | 1 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | accelerate/examples/by_feature/automatic_gradient_accumulation.py/0 | {
"file_path": "accelerate/examples/by_feature/automatic_gradient_accumulation.py",
"repo_id": "accelerate",
"token_count": 3689
} | 2 |
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | accelerate/setup.py/0 | {
"file_path": "accelerate/setup.py",
"repo_id": "accelerate",
"token_count": 1517
} | 3 |
#!/usr/bin/env python
# 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
#
# Unles... | accelerate/src/accelerate/commands/estimate.py/0 | {
"file_path": "accelerate/src/accelerate/commands/estimate.py",
"repo_id": "accelerate",
"token_count": 4176
} | 4 |
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | accelerate/src/accelerate/optimizer.py/0 | {
"file_path": "accelerate/src/accelerate/optimizer.py",
"repo_id": "accelerate",
"token_count": 2970
} | 5 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | accelerate/src/accelerate/test_utils/scripts/test_sync.py/0 | {
"file_path": "accelerate/src/accelerate/test_utils/scripts/test_sync.py",
"repo_id": "accelerate",
"token_count": 7271
} | 6 |
# Copyright 2022 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | accelerate/src/accelerate/utils/offload.py/0 | {
"file_path": "accelerate/src/accelerate/utils/offload.py",
"repo_id": "accelerate",
"token_count": 3180
} | 7 |
compute_environment: LOCAL_MACHINE
deepspeed_config: {}
distributed_type: 'NO'
fsdp_config: {}
machine_rank: 0
main_process_ip: null
main_process_port: null
main_training_function: main
mixed_precision: 'no'
num_machines: 1
num_processes: 1
use_cpu: false | accelerate/tests/test_configs/0_11_0.yaml/0 | {
"file_path": "accelerate/tests/test_configs/0_11_0.yaml",
"repo_id": "accelerate",
"token_count": 95
} | 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 required by applicabl... | accelerate/tests/test_optimizer.py/0 | {
"file_path": "accelerate/tests/test_optimizer.py",
"repo_id": "accelerate",
"token_count": 1214
} | 9 |
# Model arguments
model_name_or_path: alignment-handbook/zephyr-7b-sft-qlora
torch_dtype: float16
# LoRA arguments
use_peft: true
load_in_4bit: true
lora_r: 16
lora_alpha: 16
lora_dropout: 0.05
lora_target_modules:
- q_proj
- k_proj
- v_proj
- o_proj
- gate_proj
- up_proj
- down_proj
# Data training arguments
datase... | alignment-handbook/recipes/zephyr-7b-beta/dpo/config_qlora.yaml/0 | {
"file_path": "alignment-handbook/recipes/zephyr-7b-beta/dpo/config_qlora.yaml",
"repo_id": "alignment-handbook",
"token_count": 477
} | 10 |
# 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... | alignment-handbook/tests/test_configs.py/0 | {
"file_path": "alignment-handbook/tests/test_configs.py",
"repo_id": "alignment-handbook",
"token_count": 697
} | 11 |
[book]
authors = ["Nicolas Patry"]
language = "en"
multilingual = false
src = "src"
title = "Candle Documentation"
| candle/candle-book/book.toml/0 | {
"file_path": "candle/candle-book/book.toml",
"repo_id": "candle",
"token_count": 38
} | 12 |
# Advanced Cuda usage
| candle/candle-book/src/inference/cuda/README.md/0 | {
"file_path": "candle/candle-book/src/inference/cuda/README.md",
"repo_id": "candle",
"token_count": 6
} | 13 |
use crate::benchmarks::{BenchDevice, BenchDeviceHandler};
use candle_core::{DType, Device, Tensor};
use criterion::{black_box, criterion_group, Criterion, Throughput};
use std::time::Instant;
fn run(a: &Tensor) {
a.affine(12.34, 56.78).unwrap();
}
fn run_affine_benchmark(c: &mut Criterion, device: &Device, dtype:... | candle/candle-core/benches/benchmarks/affine.rs/0 | {
"file_path": "candle/candle-core/benches/benchmarks/affine.rs",
"repo_id": "candle",
"token_count": 591
} | 14 |
pub trait VecOps: num_traits::NumAssign + Copy {
fn min(self, rhs: Self) -> Self;
fn max(self, rhs: Self) -> Self;
/// Dot-product of two vectors.
///
/// # Safety
///
/// The length of `lhs` and `rhs` have to be at least `len`. `res` has to point to a valid
/// element.
#[inline(al... | candle/candle-core/src/cpu/kernels.rs/0 | {
"file_path": "candle/candle-core/src/cpu/kernels.rs",
"repo_id": "candle",
"token_count": 2328
} | 15 |
use crate::backend::{BackendDevice, BackendStorage};
use crate::conv::{ParamsConv1D, ParamsConv2D, ParamsConvTranspose1D, ParamsConvTranspose2D};
use crate::op::{BinaryOpT, CmpOp, ReduceOp, UnaryOpT};
use crate::{CpuStorage, DType, Layout, Result, Shape};
use candle_metal_kernels;
use candle_metal_kernels::Kernels;
use... | candle/candle-core/src/metal_backend.rs/0 | {
"file_path": "candle/candle-core/src/metal_backend.rs",
"repo_id": "candle",
"token_count": 36551
} | 16 |
//! The shape of a tensor is a tuple with the size of each of its dimensions.
#![allow(clippy::redundant_closure_call)]
use crate::{Error, Result};
#[derive(Clone, PartialEq, Eq)]
pub struct Shape(Vec<usize>);
pub const SCALAR: Shape = Shape(vec![]);
impl std::fmt::Debug for Shape {
fn fmt(&self, f: &mut std::fm... | candle/candle-core/src/shape.rs/0 | {
"file_path": "candle/candle-core/src/shape.rs",
"repo_id": "candle",
"token_count": 9806
} | 17 |
use candle_core::{DType, Result, Tensor};
#[test]
fn npy() -> Result<()> {
let npy = Tensor::read_npy("tests/test.npy")?;
assert_eq!(
npy.to_dtype(DType::U8)?.to_vec1::<u8>()?,
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
);
Ok(())
}
#[test]
fn npz() -> Result<()> {
let npz = Tensor::read_npz("t... | candle/candle-core/tests/serialization_tests.rs/0 | {
"file_path": "candle/candle-core/tests/serialization_tests.rs",
"repo_id": "candle",
"token_count": 333
} | 18 |
#![allow(unused)]
use anyhow::{Context, Result};
use std::io::Write;
use std::path::PathBuf;
struct KernelDirectories {
kernel_glob: &'static str,
rust_target: &'static str,
include_dirs: &'static [&'static str],
}
const KERNEL_DIRS: [KernelDirectories; 1] = [KernelDirectories {
kernel_glob: "examples... | candle/candle-examples/build.rs/0 | {
"file_path": "candle/candle-examples/build.rs",
"repo_id": "candle",
"token_count": 391
} | 19 |
//! EfficientNet implementation.
//!
//! https://arxiv.org/abs/1905.11946
#[cfg(feature = "mkl")]
extern crate intel_mkl_src;
#[cfg(feature = "accelerate")]
extern crate accelerate_src;
use candle::{DType, IndexOp, D};
use candle_nn::{Module, VarBuilder};
use candle_transformers::models::efficientnet::{EfficientNet,... | candle/candle-examples/examples/efficientnet/main.rs/0 | {
"file_path": "candle/candle-examples/examples/efficientnet/main.rs",
"repo_id": "candle",
"token_count": 1414
} | 20 |
# candle-mistral: 7b LLM with Apache 2.0 licensed weights
Mistral-7B-v0.1 is a pretrained generative LLM with 7 billion parameters. It outperforms all the publicly available 13b models
as of 2023-09-28. Weights (and the original Python model code) are released under the permissive Apache 2.0 license.
- [Blog post](ht... | candle/candle-examples/examples/mistral/README.md/0 | {
"file_path": "candle/candle-examples/examples/mistral/README.md",
"repo_id": "candle",
"token_count": 829
} | 21 |
# candle-quantized-t5
## Seq2Seq example
This example uses a quantized version of the t5 model.
```bash
$ cargo run --example quantized-t5 --release -- --prompt "translate to German: A beautiful candle."
...
Eine schöne Kerze.
```
## Generating Quantized weight files
The weight file is automatically retrieved fro... | candle/candle-examples/examples/quantized-t5/README.md/0 | {
"file_path": "candle/candle-examples/examples/quantized-t5/README.md",
"repo_id": "candle",
"token_count": 683
} | 22 |
# candle-resnet
A candle implementation of inference using a pre-trained [ResNet](https://arxiv.org/abs/1512.03385).
This uses a classification head trained on the ImageNet dataset and returns the
probabilities for the top-5 classes.
## Running an example
```
$ cargo run --example resnet --release -- --image tiger.j... | candle/candle-examples/examples/resnet/README.md/0 | {
"file_path": "candle/candle-examples/examples/resnet/README.md",
"repo_id": "candle",
"token_count": 204
} | 23 |
use image::{DynamicImage, ImageBuffer};
use serde::Deserialize;
use std::collections::HashMap;
use candle::{DType, Device, Result, Tensor};
#[derive(Debug, Clone, PartialEq, Deserialize)]
pub struct ProcessorConfig {
do_resize: bool,
height: u32,
width: u32,
do_rescale: bool,
do_normalize: bool,
... | candle/candle-examples/examples/trocr/image_processor.rs/0 | {
"file_path": "candle/candle-examples/examples/trocr/image_processor.rs",
"repo_id": "candle",
"token_count": 2274
} | 24 |
[package]
name = "candle-flash-attn"
version = "0.3.3"
edition = "2021"
description = "Flash attention layer for the candle ML framework."
repository = "https://github.com/huggingface/candle"
keywords = ["blas", "tensor", "machine-learning"]
categories = ["science"]
license = "MIT OR Apache-2.0"
readme = "README.md"
... | candle/candle-flash-attn/Cargo.toml/0 | {
"file_path": "candle/candle-flash-attn/Cargo.toml",
"repo_id": "candle",
"token_count": 266
} | 25 |
mod ffi;
use candle::backend::BackendStorage;
use candle::cuda_backend::cudarc::driver::DevicePtr;
use candle::cuda_backend::WrapErr;
use candle::{CpuStorage, DType, Layout, Result, Shape, Tensor};
use half::{bf16, f16};
pub struct FlashAttn {
pub softmax_scale: f32,
pub alibi_slopes: Option<Tensor>,
pub ... | candle/candle-flash-attn/src/lib.rs/0 | {
"file_path": "candle/candle-flash-attn/src/lib.rs",
"repo_id": "candle",
"token_count": 15951
} | 26 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.