https://github.com/huggingface/transformers

audio deep-learning deepseek gemma glm hacktoberfest llm machine-learning model-hub natural-language-processing nlp pretrained-models python pytorch pytorch-transformers qwen speech-recognition transformer vlm

Score: 38.955727426249716

Last synced: about 10 hours ago
JSON representation

Repository metadata:

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Host: GitHub
URL: https://github.com/huggingface/transformers
Owner: huggingface
License: apache-2.0
Created: 2018-10-29T13:56:00.000Z (over 7 years ago)
Default Branch: main
Last Pushed: 2026-02-03T20:41:58.000Z (2 days ago)
Last Synced: 2026-02-03T20:48:03.773Z (2 days ago)
Topics: audio, deep-learning, deepseek, gemma, glm, hacktoberfest, llm, machine-learning, model-hub, natural-language-processing, nlp, pretrained-models, python, pytorch, pytorch-transformers, qwen, speech-recognition, transformer, vlm
Language: Python
Homepage: https://huggingface.co/transformers
Size: 422 MB
Stars: 156,115
Watchers: 1,175
Forks: 31,938
Open Issues: 2,198
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Security: SECURITY.md
- Agents: AGENTS.md

Owner metadata:

Name: Hugging Face
Login: huggingface
Email:
Kind: organization
Description: The AI community building the future.
Website: https://huggingface.co/
Location: NYC + Paris
Twitter: huggingface
Company:
Icon url: https://avatars.githubusercontent.com/u/25720743?v=4
Repositories: 370
Last Synced at: 2025-11-13T02:39:46.174Z
Profile URL: https://github.com/huggingface

Committers metadata

Last synced: about 12 hours ago

Total Commits: 21,406
Total Committers: 3,566
Avg Commits per committer: 6.003
Development Distribution Score (DDS): 0.937

Commits in past year: 3,978
Committers in past year: 842
Avg Commits per committer in past year: 4.724
Development Distribution Score (DDS) in past year: 0.915

Name	Email	Commits
Yih-Dar	2****h	1351
Sylvain Gugger	3****r	1240
Lysandre	l**t@r**r	1086
thomwolf	t**f@g**m	946
Patrick von Platen	p**n@g**m	790
Joao Gante	j**e@g**m	594
Stas Bekman	s****0	518
Arthur	4****r	434
Matt	R****1	414
Julien Chaumond	c**d@g**m	395
Raushan Turganbay	r**n@h**o	386
Younes Belkada	4****a	316
Cyril Vallez	c**z@h**o	291
NielsRogge	4****e	281
Sam Shleifer	s**r@g**m	280
amyeroberts	2****s	235
Nicolas Patry	p**s@p**m	233
Marc Sun	5****c	203
Suraj Patil	s**5@g**m	201
VictorSanh	v**h@g**m	194
Yuanyuan Chen	c**r@o**m	163
Steven Liu	5****u	159
dependabot[bot]	4****]	150
Manuel Romero	m**8@g**m	149
Sanchit Gandhi	9****i	149
Zach Mueller	m**r@g**m	145
Yoni Gozlan	7****n	139
Mohamed Mekkouri	9****r	136
Morgan Funtowicz	m**n@h**o	134
Julien Plu	p**n@g**m	113
and 3536 more...

Issue and Pull Request metadata

Last synced: about 13 hours ago

Total issues: 6,249
Total pull requests: 13,894
Average time to close issues: about 1 month
Average time to close pull requests: 17 days
Total issue authors: 4,408
Total pull request authors: 2,531
Average comments per issue: 4.31
Average comments per pull request: 2.95
Merged pull request: 6,856
Bot issues: 0
Bot pull requests: 136

Past year issues: 1,297
Past year pull requests: 4,336
Past year average time to close issues: 19 days
Past year average time to close pull requests: 6 days
Past year issue authors: 1,070
Past year pull request authors: 967
Past year average comments per issue: 2.26
Past year average comments per pull request: 2.28
Past year merged pull request: 1,881
Past year bot issues: 0
Past year bot pull requests: 16

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/huggingface/transformers

Top Issue Authors

guangy10 (27)
xenova (24)
NielsRogge (24)
andysingal (22)
ydshieh (20)
rajveer43 (20)
lucasjinreal (20)
jiqing-feng (19)
dvrogozh (18)
amyeroberts (18)
ArthurZucker (18)
gante (17)
zucchini-nlp (16)
RonanKMcGovern (15)
BramVanroy (14)

Top Pull Request Authors

ydshieh (757)
gante (597)
zucchini-nlp (499)
ArthurZucker (444)
AhmedAlmaghz (381)
Rocketknight1 (307)
Cyrilvallez (237)
younesbelkada (224)
amyeroberts (218)
SunMarc (207)
yonigozlan (167)
NielsRogge (159)
faaany (156)
cyyever (151)
qubvel (147)

Top Issue Labels

bug (1,790)
Feature request (605)
New model (233)
WIP (115)
Vision (112)
trainer (86)
Audio (82)
Generation (80)
Good First Issue (77)
Good Second Issue (59)
Core: Tokenization (47)
wontfix (40)
Usage (33)
Cache (31)
Multimodal (29)
Good Difficult Issue (28)
DeepSpeed (27)
solved (26)
Core: Pipeline (25)
Quantization (24)
PyTorch FSDP (23)
Core: Modeling (22)
Documentation (20)
Should Fix (19)
Examples (17)
Accelerate (17)
PEFT (16)
Compilation (12)
TensorFlow (11)
Good First Documentation Issue (10)

Top Pull Request Labels

run-slow (312)
New model (163)
Vision (139)
dependencies (133)
python (104)
WIP (62)
for patch (54)
Audio (53)
Agents (52)
Processing (36)
Multimodal (31)
bug (28)
Quantization (20)
ExecuTorch (16)
Feature request (15)
trainer (14)
DeepSpeed (13)
SDPA (13)
Generation (11)
Flax (11)
run-benchmark (11)
single-model-run-slow (10)
optimization (10)
Core: Modeling (10)
Documentation (10)
Tests (10)
Cache (7)
Compilation (7)
TensorFlow (7)
Good Second Issue (7)

Package metadata

Total packages: 29
Total downloads:
- pypi: 102,147,412 last-month
Total docker downloads: 44,558,964
Total dependent packages: 2,619 (may contain duplicates)
Total dependent repositories: 32,003 (may contain duplicates)
Total versions: 334
Total maintainers: 17
Total advisories: 19

pypi.org: transformers

Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 5.0.0 (published 11 days ago)
Last Synced: 2026-02-04T13:16:52.396Z (1 day ago)
Versions: 210
Dependent Packages: 2,589
Dependent Repositories: 31,800
Downloads: 102,142,817 Last month
Docker Downloads: 44,558,964
Rankings:
- Stargazers count: 0.011%
- Dependent packages count: 0.014%
- Forks count: 0.02%
- Dependent repos count: 0.039%
- Downloads: 0.051%
- Average: 0.12%
- Docker downloads count: 0.583%
Maintainers (4)
Advisories:

conda-forge.org: transformers

Homepage: https://github.com/huggingface/transformers
Licenses: Apache-2.0
Latest release: 4.24.0 (published over 3 years ago)
Last Synced: 2026-02-01T14:33:49.151Z (5 days ago)
Versions: 68
Dependent Packages: 24
Dependent Repositories: 101
Rankings:
- Stargazers count: 0.08%
- Forks count: 0.125%
- Average: 1.592%
- Dependent packages count: 2.79%
- Dependent repos count: 3.374%

pypi.org: in-transformers

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://in-transformers.readthedocs.io/
Licenses: Apache
Latest release: 1.0.0 (published about 3 years ago)
Last Synced: 2024-12-07T03:41:31.899Z (about 1 year ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 18 Last month
Rankings:
- Stargazers count: 0.003%
- Forks count: 0.01%
- Dependent packages count: 6.633%
- Average: 10.751%
- Downloads: 16.5%
- Dependent repos count: 30.611%
Maintainers (1)
- manoj-in

pypi.org: transformers-usf-om-vl-exp-v0

Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers-usf-om-vl-exp-v0.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 0.0.1.post1 (published 3 months ago)
Last Synced: 2026-02-02T18:38:05.458Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 19 Last month
Rankings:
- Stargazers count: 0.02%
- Forks count: 0.028%
- Dependent packages count: 8.389%
- Average: 13.966%
- Dependent repos count: 47.425%
Maintainers (1)
- aptsh018

spack.io: py-transformers

State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Licenses: []
Latest release: 4.42.3 (published over 1 year ago)
Last Synced: 2025-02-12T15:05:22.703Z (12 months ago)
Versions: 7
Dependent Packages: 1
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 0.0%
- Stargazers count: 0.014%
- Average: 14.322%
- Dependent packages count: 57.274%
Maintainers (1)
- adamjstewart

anaconda.org: transformers

Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio. These models can be applied on: - 📝 Text, for tasks like text classification, information extraction, question answering, summarization, translation, text generation, in over 100 languages. - 🖼️ Images, for tasks like image classification, object detection, and segmentation. - 🗣️ Audio, for tasks like speech recognition and audio classification. Transformer models can also perform tasks on several modalities combined, such as table question answering, optical character recognition, information extraction from scanned documents, video classification, and visual question answering.

Homepage: https://github.com/huggingface/transformers
Licenses: Apache-2.0
Latest release: 4.57.1 (published 3 months ago)
Last Synced: 2026-01-21T17:20:53.361Z (15 days ago)
Versions: 16
Dependent Packages: 4
Dependent Repositories: 101
Rankings:
- Stargazers count: 0.154%
- Forks count: 0.461%
- Average: 15.066%
- Dependent repos count: 18.623%
- Dependent packages count: 41.026%

pypi.org: t-draft-123

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://t-draft-123.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.48.0.dev4 (published about 1 year ago)
Last Synced: 2026-02-02T18:38:04.918Z (3 days ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 40 Last month
Rankings:
- Stargazers count: 0.01%
- Forks count: 0.021%
- Dependent packages count: 9.792%
- Average: 16.236%
- Dependent repos count: 55.121%
Maintainers (1)
- almersawi

pypi.org: transformers-phobert

State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch. Note that the tokenizer was changed by PhoBert in this version.

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers-phobert.readthedocs.io/
Licenses: Apache
Latest release: 3.1.2 (published over 5 years ago)
Last Synced: 2026-02-02T18:38:05.948Z (3 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 68 Last month
Rankings:
- Stargazers count: 0.002%
- Forks count: 0.007%
- Dependent packages count: 7.373%
- Average: 16.257%
- Dependent repos count: 22.233%
- Downloads: 51.668%
Maintainers (1)
- sonvx

pypi.org: transformers-machinify

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers-machinify.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.27.0.dev0 (published almost 3 years ago)
Last Synced: 2026-02-02T18:38:05.046Z (3 days ago)
Versions: 1
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 48 Last month
Rankings:
- Dependent packages count: 3.087%
- Average: 16.814%
- Dependent repos count: 30.542%
Maintainers (1)
- adi_machinify

pypi.org: transformers-v5-pre-rc0

Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers-v5-pre-rc0.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 5.0.0.dev1 (published 2 months ago)
Last Synced: 2026-02-02T18:38:05.445Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 33 Last month
Rankings:
- Dependent packages count: 8.234%
- Average: 27.387%
- Dependent repos count: 46.541%
Maintainers (1)
- lysandre

pypi.org: transformers-openpi

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers-openpi.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.53.3 (published 3 months ago)
Last Synced: 2026-02-02T18:38:04.909Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 42 Last month
Rankings:
- Dependent packages count: 8.36%
- Average: 27.808%
- Dependent repos count: 47.256%
Maintainers (2)
- imstevenpmwork
- jadechoghari

pypi.org: transformers-v4.55.0-glm-4.5v-preview

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers-v4.55.0-glm-4.5v-preview.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.56.0.dev0 (published 6 months ago)
Last Synced: 2026-02-02T18:38:04.744Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 4,198 Last month
Rankings:
- Dependent packages count: 8.701%
- Average: 28.868%
- Dependent repos count: 49.035%
Maintainers (1)
- ArthurZucker

pypi.org: transformers-qwenomni

Transformers: With code for Qwen 2.5 Omni

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers-qwenomni.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.52.0.3 (published 9 months ago)
Last Synced: 2026-02-02T18:38:05.031Z (3 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 19 Last month
Rankings:
- Dependent packages count: 9.113%
- Average: 30.23%
- Dependent repos count: 51.347%
Maintainers (1)
- shamitv

pypi.org: xmersawitransformers

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://xmersawitransformers.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.52.0.dev0 (published 9 months ago)
Last Synced: 2026-02-02T18:38:05.015Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 17 Last month
Rankings:
- Dependent packages count: 9.182%
- Average: 30.455%
- Dependent repos count: 51.727%
Maintainers (1)
- mersawi

pypi.org: transformers-mcw

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers-mcw.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.52.0.dev0 (published 9 months ago)
Last Synced: 2026-02-02T18:38:05.958Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 23 Last month
Rankings:
- Dependent packages count: 9.182%
- Average: 30.455%
- Dependent repos count: 51.727%
Maintainers (1)
- kartik26

pypi.org: mcwtimesformer

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://mcwtimesformer.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.52.0 (published 9 months ago)
Last Synced: 2026-01-07T13:19:40.371Z (30 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 9.182%
- Average: 30.455%
- Dependent repos count: 51.727%
Maintainers (1)
- kartik26

pypi.org: mcwtransformers

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://mcwtransformers.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.52.1 (published 9 months ago)
Last Synced: 2026-02-02T18:38:04.606Z (3 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 21 Last month
Rankings:
- Dependent packages count: 9.182%
- Average: 30.455%
- Dependent repos count: 51.727%
Maintainers (1)
- kartik26

pypi.org: my-transformers

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://my-transformers.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.5.1 (published 11 months ago)
Last Synced: 2026-02-02T18:38:04.914Z (3 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 30 Last month
Rankings:
- Dependent packages count: 9.574%
- Average: 31.743%
- Dependent repos count: 53.913%
Maintainers (1)
- ac2333

pypi.org: divyanx-transformers

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://divyanx-transformers.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.45.0.dev0 (published over 1 year ago)
Last Synced: 2026-02-02T18:38:04.253Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 19 Last month
Rankings:
- Dependent packages count: 10.454%
- Average: 34.65%
- Dependent repos count: 58.847%
Maintainers (1)
- divyanx

nixpkgs-24.05: python312Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/transformers/default.nix#L191
Licenses: Apache-2.0
Latest release: 4.41.0 (published 4 days ago)
Last Synced: 2026-02-03T19:12:24.716Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

nixpkgs-24.05: python311Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/transformers/default.nix#L191
Licenses: Apache-2.0
Latest release: 4.41.0 (published 4 days ago)
Last Synced: 2026-02-03T19:07:31.958Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

nixpkgs-unstable: python314Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/transformers/default.nix#L195
Licenses: Apache-2.0
Latest release: 4.57.6 (published 10 days ago)
Last Synced: 2026-02-03T22:06:50.187Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

nixpkgs-24.11: python312Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/transformers/default.nix#L191
Licenses: Apache-2.0
Latest release: 4.46.2 (published 4 days ago)
Last Synced: 2026-02-03T17:53:28.421Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

nixpkgs-24.11: python311Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/transformers/default.nix#L191
Licenses: Apache-2.0
Latest release: 4.46.2 (published 4 days ago)
Last Synced: 2026-02-03T17:47:08.391Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

nixpkgs-unstable: python313Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/transformers/default.nix#L195
Licenses: Apache-2.0
Latest release: 4.57.6 (published 10 days ago)
Last Synced: 2026-02-03T21:49:01.557Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

nixpkgs-23.11: python311Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/transformers/default.nix#L176
Licenses: Apache-2.0
Latest release: 4.35.2 (published 4 days ago)
Last Synced: 2026-02-03T20:47:48.841Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

nixpkgs-23.11: python310Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/transformers/default.nix#L176
Licenses: Apache-2.0
Latest release: 4.35.2 (published 4 days ago)
Last Synced: 2026-02-03T20:44:06.627Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

nixpkgs-23.05: python311Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/transformers/default.nix#L101
Licenses: Apache-2.0
Latest release: 4.28.1 (published 10 days ago)
Last Synced: 2026-02-02T13:30:32.508Z (4 days ago)
Versions: 1
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Dependent Repositories: 0
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nixpkgs-23.05: python310Packages.transformers

Natural Language Processing for TensorFlow 2.0 and PyTorch

Homepage: https://github.com/huggingface/transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/transformers/default.nix#L101
Licenses: Apache-2.0
Latest release: 4.28.1 (published 10 days ago)
Last Synced: 2026-02-02T13:10:46.660Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

Dependencies

.github/workflows/add-model-like.yml actions

actions/cache v2 composite
actions/checkout v3 composite
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docker/login-action v3 composite
docker/setup-buildx-action v3 composite

.github/workflows/build-nightly-ci-docker-images.yml actions

actions/checkout v3 composite
docker/build-push-action v3 composite
docker/login-action v2 composite
docker/setup-buildx-action v2 composite

.github/workflows/build-past-ci-docker-images.yml actions

actions/checkout v3 composite
docker/build-push-action v3 composite
docker/login-action v2 composite
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.github/workflows/build_documentation.yml actions

.github/workflows/build_pr_documentation.yml actions

.github/workflows/check_tiny_models.yml actions

actions/checkout v3 composite
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.github/workflows/doctests.yml actions

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.github/workflows/model-templates.yml actions

actions/cache v2 composite
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.github/workflows/release-conda.yml actions

actions/checkout v1 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/self-nightly-past-ci-caller.yml actions

.github/workflows/self-nightly-scheduled.yml actions

actions/checkout v3 composite
actions/download-artifact v3 composite
actions/upload-artifact v3 composite
geekyeggo/delete-artifact v2 composite

.github/workflows/self-past.yml actions

actions/checkout v3 composite
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actions/upload-artifact v3 composite
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.github/workflows/self-push-amd.yml actions

actions/checkout v3 composite
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.github/workflows/self-push-caller.yml actions

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.github/workflows/self-push.yml actions

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.github/workflows/self-scheduled.yml actions

actions/checkout v3 composite
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.github/workflows/stale.yml actions

actions/checkout v3 composite
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.github/workflows/update_metdata.yml actions

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docker/transformers-all-latest-gpu/Dockerfile docker

nvidia/cuda 11.8.0-cudnn8-devel-ubuntu20.04 build

docker/transformers-doc-builder/Dockerfile docker

python 3.8 build

docker/transformers-gpu/Dockerfile docker

nvidia/cuda 10.2-cudnn7-devel-ubuntu18.04 build

docker/transformers-past-gpu/Dockerfile docker

$BASE_DOCKER_IMAGE latest build

docker/transformers-pytorch-amd-gpu/Dockerfile docker

rocm/pytorch rocm5.6_ubuntu20.04_py3.8_pytorch_2.0.1 build

docker/transformers-pytorch-deepspeed-latest-gpu/Dockerfile docker

nvcr.io/nvidia/pytorch 22.12-py3 build

docker/transformers-pytorch-deepspeed-nightly-gpu/Dockerfile docker

nvcr.io/nvidia/pytorch 22.12-py3 build

docker/transformers-pytorch-gpu/Dockerfile docker

nvidia/cuda 11.8.0-cudnn8-devel-ubuntu20.04 build

docker/transformers-pytorch-tpu/Dockerfile docker

google/cloud-sdk slim build

docker/transformers-tensorflow-gpu/Dockerfile docker

nvidia/cuda 11.8.0-cudnn8-devel-ubuntu20.04 build

examples/research_projects/quantization-qdqbert/Dockerfile docker

nvcr.io/nvidia/pytorch 22.02-py3 build

examples/flax/_tests_requirements.txt pypi

conllu * test
datasets >=1.1.3 test
evaluate >=0.2.0 test
nltk * test
pytest * test
rouge-score * test
seqeval * test
tensorboard * test

examples/flax/language-modeling/requirements.txt pypi

datasets >=1.1.3
flax >=0.3.5
jax >=0.2.8
jaxlib >=0.1.59
optax >=0.0.9

examples/flax/question-answering/requirements.txt pypi

datasets >=1.8.0
flax >=0.3.5
jax >=0.2.17
jaxlib >=0.1.68
optax >=0.0.8

examples/flax/summarization/requirements.txt pypi

datasets >=1.1.3
evaluate >=0.2.0
flax >=0.3.5
jax >=0.2.8
jaxlib >=0.1.59
optax >=0.0.8

examples/flax/text-classification/requirements.txt pypi

datasets >=1.1.3
flax >=0.3.5
jax >=0.2.8
jaxlib >=0.1.59
optax >=0.0.8

examples/flax/token-classification/requirements.txt pypi

datasets >=1.8.0
flax >=0.3.5
jax >=0.2.8
jaxlib >=0.1.59
optax >=0.0.8
seqeval *

examples/flax/vision/requirements.txt pypi

flax >=0.3.5
jax >=0.2.8
jaxlib >=0.1.59
optax >=0.0.8
torch ==1.11.0
torchvision ==0.12.0

examples/legacy/pytorch-lightning/requirements.txt pypi

conllu *
datasets >=1.1.3
elasticsearch *
faiss-cpu *
fire *
git-python ==1.0.3
matplotlib *
nltk *
pandas *
protobuf *
psutil *
pytest *
ray *
rouge-score *
sacrebleu *
scikit-learn *
sentencepiece *
seqeval *
streamlit *
tensorboard *
tensorflow_datasets *

examples/legacy/seq2seq/requirements.txt pypi

conllu *
datasets >=1.1.3
elasticsearch *
faiss-cpu *
fire *
git-python ==1.0.3
matplotlib *
nltk *
pandas *
protobuf *
psutil *
pytest *
rouge-score *
sacrebleu *
scikit-learn *
sentencepiece *
seqeval *
streamlit *
tensorboard *
tensorflow_datasets *

examples/pytorch/_tests_requirements.txt pypi

accelerate main test
conllu * test
datasets >=1.13.3 test
elasticsearch * test
evaluate >=0.2.0 test
faiss-cpu * test
fire * test
git-python ==1.0.3 test
jiwer * test
librosa * test
matplotlib * test
nltk * test
pandas * test
protobuf * test
psutil * test
pytest * test
rouge-score * test
sacrebleu >=1.4.12 test
scikit-learn * test
sentencepiece * test
seqeval * test
streamlit * test
tensorboard * test
tensorflow_datasets * test
torchvision * test

examples/pytorch/audio-classification/requirements.txt pypi

datasets >=1.14.0
evaluate *
librosa *
torch >=1.6
torchaudio *

examples/pytorch/contrastive-image-text/requirements.txt pypi

datasets >=1.8.0
torch >=1.5.0
torchvision >=0.6.0

examples/pytorch/image-classification/requirements.txt pypi

accelerate >=0.12.0
datasets >=1.17.0
evaluate *
torch >=1.5.0
torchvision >=0.6.0

examples/pytorch/image-pretraining/requirements.txt pypi

datasets >=1.8.0
torch >=1.5.0
torchvision >=0.6.0

examples/pytorch/language-modeling/requirements.txt pypi

accelerate >=0.12.0
datasets >=1.8.0
evaluate *
protobuf *
scikit-learn *
sentencepiece *
torch >=1.3

examples/pytorch/multiple-choice/requirements.txt pypi

accelerate >=0.12.0
evaluate *
protobuf *
sentencepiece *
torch >=1.3

examples/pytorch/question-answering/requirements.txt pypi

accelerate >=0.12.0
datasets >=1.8.0
evaluate *
torch >=1.3.0

examples/pytorch/semantic-segmentation/requirements.txt pypi

datasets >=2.0.0
evaluate *
torch >=1.3

examples/pytorch/speech-pretraining/requirements.txt pypi

accelerate >=0.12.0
datasets >=1.12.0
librosa *
torch >=1.5
torchaudio *

examples/pytorch/speech-recognition/requirements.txt pypi

datasets >=1.18.0
evaluate *
jiwer *
librosa *
torch >=1.5
torchaudio *

examples/pytorch/summarization/requirements.txt pypi

accelerate >=0.12.0
datasets >=1.8.0
evaluate *
nltk *
protobuf *
py7zr *
rouge-score *
sentencepiece *
torch >=1.3

examples/pytorch/text-classification/requirements.txt pypi

accelerate >=0.12.0
datasets >=1.8.0
evaluate *
protobuf *
scikit-learn *
scipy *
sentencepiece *
torch >=1.3

examples/pytorch/text-generation/requirements.txt pypi

accelerate >=0.21.0
protobuf *
sentencepiece *
torch >=1.3

examples/pytorch/token-classification/requirements.txt pypi

accelerate >=0.12.0
datasets >=1.8.0
evaluate *
seqeval *
torch >=1.3

examples/pytorch/translation/requirements.txt pypi

accelerate >=0.12.0
datasets >=1.8.0
evaluate *
protobuf *
py7zr *
sacrebleu >=1.4.12
sentencepiece *
torch >=1.3

examples/research_projects/adversarial/requirements.txt pypi

transformers ==3.5.1

examples/research_projects/bert-loses-patience/requirements.txt pypi

transformers ==3.5.1

examples/research_projects/bertabs/requirements.txt pypi

nltk *
py-rouge *
transformers ==3.5.1

examples/research_projects/bertology/requirements.txt pypi

transformers ==3.5.1

examples/research_projects/codeparrot/examples/requirements.txt pypi

datasets ==2.3.2
evaluate ==0.2.2
scikit-learn ==1.1.2
transformers ==4.21.1
wandb ==0.13.1

examples/research_projects/codeparrot/requirements.txt pypi

datasets ==1.16.0
datasketch ==1.5.7
dpu_utils *
huggingface-hub ==0.1.0
tensorboard ==2.6.0
torch ==1.11.0
transformers ==4.19.0
wandb ==0.12.0

examples/research_projects/decision_transformer/requirements.txt pypi

APScheduler ==3.9.1
Brotli ==1.0.9
Cython ==0.29.28
Deprecated ==1.2.13
Flask ==2.3.2
Flask-Compress ==1.11
GitPython ==3.1.32
Jinja2 ==2.11.3
Keras-Preprocessing ==1.1.2
Mako ==1.2.2
Markdown ==3.3.6
MarkupSafe ==1.1.1
Pillow ==9.3.0
Pint ==0.16.1
PyYAML ==6.0
Pygments ==2.15.0
SQLAlchemy ==1.4.32
SoundFile ==0.10.3.post1
Werkzeug ==2.2.3
absl-py ==1.0.0
aiohttp ==3.8.5
aiosignal ==1.2.0
alembic ==1.7.7
appdirs ==1.4.4
arrow ==1.2.2
asttokens ==2.0.5
astunparse ==1.6.3
async-timeout ==4.0.2
attrs ==21.4.0
audioread ==2.1.9
autopage ==0.5.0
backcall ==0.2.0
backoff ==1.11.1
backports.zoneinfo ==0.2.1
binaryornot ==0.4.4
black ==22.1.0
boto3 ==1.16.34
botocore ==1.19.63
cachetools ==5.0.0
certifi ==2023.7.22
cffi ==1.15.0
chardet ==4.0.0
charset-normalizer ==2.0.12
chex ==0.1.1
click ==8.0.4
cliff ==3.10.1
clldutils ==3.11.1
cloudpickle ==2.0.0
cmaes ==0.8.2
cmd2 ==2.4.0
codecarbon ==1.2.0
colorlog ==6.6.0
cookiecutter ==2.1.1
cryptography ==41.0.2
csvw ==2.0.0
cycler ==0.11.0
dash ==2.3.0
dash-bootstrap-components ==1.0.3
dash-core-components ==2.0.0
dash-html-components ==2.0.0
dash-table ==5.0.0
datasets ==2.0.0
decorator ==5.1.1
dill ==0.3.4
dlinfo ==1.2.1
dm-tree ==0.1.6
docker ==4.4.4
execnet ==1.9.0
executing ==0.8.3
faiss-cpu ==1.7.2
fasteners ==0.17.3
filelock ==3.6.0
fire ==0.4.0
flake8 ==4.0.1
flatbuffers ==2.0
flax ==0.4.0
fonttools ==4.31.1
frozenlist ==1.3.0
fsspec ==2022.2.0
fugashi ==1.1.2
gast ==0.5.3
gitdb ==4.0.9
glfw ==2.5.1
google-auth ==2.6.2
google-auth-oauthlib ==0.4.6
google-pasta ==0.2.0
greenlet ==1.1.2
grpcio ==1.44.0
gym ==0.23.1
gym-notices ==0.0.6
h5py ==3.6.0
huggingface-hub ==0.4.0
hypothesis ==6.39.4
idna ==3.3
imageio ==2.16.1
importlib-metadata ==4.11.3
importlib-resources ==5.4.0
iniconfig ==1.1.1
ipadic ==1.0.0
ipython ==8.10.0
isodate ==0.6.1
isort ==5.10.1
itsdangerous ==2.1.1
jax ==0.3.4
jaxlib ==0.3.2
jedi ==0.18.1
jinja2-time ==0.2.0
jmespath ==0.10.0
joblib ==1.2.0
jsonschema ==4.4.0
keras ==2.8.0
kiwisolver ==1.4.0
kubernetes ==12.0.1
libclang ==13.0.0
librosa ==0.9.1
llvmlite ==0.38.0
matplotlib ==3.5.1
matplotlib-inline ==0.1.3
mccabe ==0.6.1
msgpack ==1.0.3
mujoco-py ==2.1.2.14
multidict ==6.0.2
multiprocess ==0.70.12.2
mypy-extensions ==0.4.3
nltk ==3.7
numba ==0.55.1
numpy ==1.22.3
oauthlib ==3.2.2
onnx ==1.13.0
onnxconverter-common ==1.9.0
opt-einsum ==3.3.0
optax ==0.1.1
optuna ==2.10.0
packaging ==21.3
pandas ==1.4.1
parameterized ==0.8.1
parso ==0.8.3
pathspec ==0.9.0
pbr ==5.8.1
pexpect ==4.8.0
phonemizer ==3.0.1
pickleshare ==0.7.5
plac ==1.3.4
platformdirs ==2.5.1
plotly ==5.6.0
pluggy ==1.0.0
pooch ==1.6.0
portalocker ==2.0.0
poyo ==0.5.0
prettytable ==3.2.0
prompt-toolkit ==3.0.28
protobuf ==3.19.5
psutil ==5.9.0
ptyprocess ==0.7.0
pure-eval ==0.2.2
py ==1.11.0
py-cpuinfo ==8.0.0
pyOpenSSL ==22.0.0
pyarrow ==7.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycodestyle ==2.8.0
pycparser ==2.21
pyctcdecode ==0.3.0
pyflakes ==2.4.0
pygtrie ==2.4.2
pynvml ==11.4.1
pyparsing ==3.0.7
pyperclip ==1.8.2
pypng ==0.0.21
pyrsistent ==0.18.1
pytest ==7.1.1
pytest-forked ==1.4.0
pytest-timeout ==2.1.0
pytest-xdist ==2.5.0
python-dateutil ==2.8.2
python-slugify ==6.1.1
pytz ==2022.1
pytz-deprecation-shim ==0.1.0.post0
ray ==1.11.0
redis ==4.5.4
regex ==2022.3.15
requests ==2.31.0
requests-oauthlib ==1.3.1
resampy ==0.2.2
responses ==0.18.0
rfc3986 ==1.5.0
rouge-score ==0.0.4
rsa ==4.8
s3transfer ==0.3.7
sacrebleu ==1.5.1
sacremoses ==0.0.49
scikit-learn ==1.0.2
scipy ==1.8.0
segments ==2.2.0
sentencepiece ==0.1.96
sigopt ==8.2.0
six ==1.16.0
smmap ==5.0.0
sortedcontainers ==2.4.0
stack-data ==0.2.0
stevedore ==3.5.0
tabulate ==0.8.9
tenacity ==8.0.1
tensorboard ==2.8.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
tensorboardX ==2.5
tensorflow ==2.8.1
tensorflow-io-gcs-filesystem ==0.24.0
termcolor ==1.1.0
text-unidecode ==1.3
tf-estimator-nightly ==2.8.0.dev2021122109
tf2onnx ==1.9.3
threadpoolctl ==3.1.0
timeout-decorator ==0.5.0
timm ==0.5.4
tokenizers ==0.11.6
tomli ==2.0.1
toolz ==0.11.2
torch ==1.11.0
torchaudio ==0.11.0
torchvision ==0.12.0
tqdm ==4.63.0
traitlets ==5.1.1
typing-extensions ==4.1.1
tzdata ==2022.1
tzlocal ==4.1
unidic ==1.1.0
unidic-lite ==1.0.8
uritemplate ==4.1.1
urllib3 ==1.26.9
wasabi ==0.9.0
wcwidth ==0.2.5
websocket-client ==1.3.1
wrapt ==1.14.0
xxhash ==3.0.0
yarl ==1.7.2
zipp ==3.7.0

examples/research_projects/deebert/requirements.txt pypi

transformers ==3.5.1

examples/research_projects/distillation/requirements.txt pypi

gitpython ==3.1.32
psutil ==5.6.6
scipy >=1.4.1
tensorboard >=1.14.0
tensorboardX ==1.8
transformers *

examples/research_projects/fsner/pyproject.toml pypi

examples/research_projects/fsner/requirements.txt pypi

transformers >=4.9.2

examples/research_projects/fsner/setup.py pypi

torch >=1.9.0

examples/research_projects/information-gain-filtration/requirements.txt pypi

joblib >=0.13.2
matplotlib *
numpy >=1.17.2
scipy *
torch >=1.10.1
transformers >=3.5

examples/research_projects/jax-projects/big_bird/requirements.txt pypi

datasets *
flax *
jsonlines *
sentencepiece *
wandb *

examples/research_projects/jax-projects/hybrid_clip/requirements.txt pypi

flax >=0.3.5
jax >=0.2.8
jaxlib >=0.1.59
optax >=0.0.8
torch ==1.9.0
torchvision ==0.10.0

examples/research_projects/layoutlmv3/requirements.txt pypi

datasets *
pillow *
seqeval *

examples/research_projects/longform-qa/requirements.txt pypi

datasets >=1.1.3
elasticsearch *
faiss-cpu *
streamlit *

examples/research_projects/lxmert/requirements.txt pypi

CacheControl ==0.12.6
Jinja2 >=2.11.3
MarkupSafe ==1.1.1
Pillow >=8.1.1
PyYAML >=5.4
Pygments >=2.7.4
QtPy ==1.9.0
Send2Trash ==1.5.0
appdirs ==1.4.3
argon2-cffi ==20.1.0
async-generator ==1.10
attrs ==20.2.0
backcall ==0.2.0
certifi ==2023.7.22
cffi ==1.14.2
chardet ==3.0.4
click ==7.1.2
colorama ==0.4.3
contextlib2 ==0.6.0
cycler ==0.10.0
datasets ==1.0.0
decorator ==4.4.2
defusedxml ==0.6.0
dill ==0.3.2
distlib ==0.3.0
distro ==1.4.0
entrypoints ==0.3
filelock ==3.0.12
future ==0.18.3
html5lib ==1.0.1
idna ==2.8
ipaddr ==2.2.0
ipykernel ==5.3.4
ipython *
ipython-genutils ==0.2.0
ipywidgets ==7.5.1
jedi ==0.17.2
joblib ==1.2.0
jsonschema ==3.2.0
jupyter ==1.0.0
jupyter-client ==6.1.7
jupyter-console ==6.2.0
jupyter-core ==4.6.3
jupyterlab-pygments ==0.1.1
kiwisolver ==1.2.0
lockfile ==0.12.2
matplotlib ==3.3.1
mistune ==2.0.3
msgpack ==0.6.2
nbclient ==0.5.0
nbconvert ==6.5.1
nbformat ==5.0.7
nest-asyncio ==1.4.0
notebook ==6.4.12
numpy ==1.22.0
opencv-python ==4.4.0.42
packaging ==20.3
pandas ==1.1.2
pandocfilters ==1.4.2
parso ==0.7.1
pep517 ==0.8.2
pexpect ==4.8.0
pickleshare ==0.7.5
progress ==1.5
prometheus-client ==0.8.0
prompt-toolkit ==3.0.7
ptyprocess ==0.6.0
pyaml ==20.4.0
pyarrow ==1.0.1
pycparser ==2.20
pyparsing ==2.4.6
pyrsistent ==0.16.0
python-dateutil ==2.8.1
pytoml ==0.1.21
pytz ==2020.1
pyzmq ==19.0.2
qtconsole ==4.7.7
regex ==2020.7.14
requests ==2.31.0
retrying ==1.3.3
sacremoses ==0.0.43
sentencepiece ==0.1.91
six ==1.14.0
terminado ==0.8.3
testpath ==0.4.4
tokenizers ==0.8.1rc2
torch ==1.6.0
torchvision ==0.7.0
tornado ==6.3.3
tqdm ==4.48.2
traitlets *
urllib3 ==1.26.5
wcwidth ==0.2.5
webencodings ==0.5.1
wget ==3.2
widgetsnbextension ==3.5.1
xxhash ==2.0.0

examples/research_projects/mlm_wwm/requirements.txt pypi

datasets >=1.1.3
ltp *
protobuf *
sentencepiece *

examples/research_projects/movement-pruning/requirements.txt pypi

h5py >=2.10.0
knockknock >=0.1.8.1
numpy >=1.18.2
scipy >=1.4.1
torch >=1.4.0

examples/research_projects/onnx/summarization/requirements.txt pypi

torch >=1.10

examples/research_projects/pplm/requirements.txt pypi

conllu *
datasets >=1.1.3
elasticsearch *
faiss-cpu *
fire *
git-python ==1.0.3
matplotlib *
nltk *
pandas *
protobuf *
psutil *
pytest *
pytorch-lightning *
rouge-score *
sacrebleu *
scikit-learn *
sentencepiece *
seqeval *
streamlit *
tensorboard *
tensorflow_datasets *
transformers ==3.5.1

examples/research_projects/rag/requirements.txt pypi

GitPython *
datasets >=1.0.1
faiss-cpu >=1.6.3
psutil >=5.7.0
pytorch-lightning >=1.5.10,<=1.6.0
ray >=1.10.0
torch >=1.4.0
transformers *

examples/research_projects/rag-end2end-retriever/requirements.txt pypi

datasets *
faiss-cpu >=1.7.2
nvidia-ml-py3 ==7.352.0
psutil >=5.9.1
pytorch-lightning ==1.6.4
ray >=1.13.0
torch >=1.11.0

examples/research_projects/self-training-text-classification/requirements.txt pypi

accelerate *
datasets >=1.8.0
protobuf *
scikit-learn *
scipy *
sentencepiece *
torch >=1.3

examples/research_projects/seq2seq-distillation/requirements.txt pypi

conllu *
datasets >=1.1.3
elasticsearch *
faiss-cpu *
fire *
git-python ==1.0.3
matplotlib *
nltk *
pandas *
protobuf *
psutil *
pytest *
pytorch-lightning *
rouge-score *
sacrebleu *
scikit-learn *
sentencepiece *
streamlit *
tensorboard *
tensorflow_datasets *

examples/research_projects/tapex/requirements.txt pypi

datasets *
nltk *
numpy *
pandas *

examples/research_projects/visual_bert/requirements.txt pypi

CacheControl ==0.12.6
Jinja2 >=2.11.3
MarkupSafe ==1.1.1
Pillow >=8.1.1
PyYAML >=5.4
Pygments >=2.7.4
QtPy ==1.9.0
Send2Trash ==1.5.0
appdirs ==1.4.3
argon2-cffi ==20.1.0
async-generator ==1.10
attrs ==20.2.0
backcall ==0.2.0
certifi ==2023.7.22
cffi ==1.14.2
chardet ==3.0.4
click ==7.1.2
colorama ==0.4.3
contextlib2 ==0.6.0
cycler ==0.10.0
datasets ==1.0.0
decorator ==4.4.2
defusedxml ==0.6.0
dill ==0.3.2
distlib ==0.3.0
distro ==1.4.0
entrypoints ==0.3
filelock ==3.0.12
future ==0.18.3
html5lib ==1.0.1
idna ==2.8
ipaddr ==2.2.0
ipykernel ==5.3.4
ipython *
ipython-genutils ==0.2.0
ipywidgets ==7.5.1
jedi ==0.17.2
joblib ==1.2.0
jsonschema ==3.2.0
jupyter ==1.0.0
jupyter-client ==6.1.7
jupyter-console ==6.2.0
jupyter-core ==4.6.3
jupyterlab-pygments ==0.1.1
kiwisolver ==1.2.0
lockfile ==0.12.2
matplotlib ==3.3.1
mistune ==2.0.3
msgpack ==0.6.2
nbclient ==0.5.0
nbconvert ==6.5.1
nbformat ==5.0.7
nest-asyncio ==1.4.0
notebook ==6.4.12
numpy ==1.22.0
opencv-python ==4.4.0.42
packaging ==20.3
pandas ==1.1.2
pandocfilters ==1.4.2
parso ==0.7.1
pep517 ==0.8.2
pexpect ==4.8.0
pickleshare ==0.7.5
progress ==1.5
prometheus-client ==0.8.0
prompt-toolkit ==3.0.7
ptyprocess ==0.6.0
pyaml ==20.4.0
pyarrow ==1.0.1
pycparser ==2.20
pyparsing ==2.4.6
pyrsistent ==0.16.0
python-dateutil ==2.8.1
pytoml ==0.1.21
pytz ==2020.1
pyzmq ==19.0.2
qtconsole ==4.7.7
regex ==2020.7.14
requests ==2.31.0
retrying ==1.3.3
sacremoses ==0.0.43
sentencepiece ==0.1.91
six ==1.14.0
terminado ==0.8.3
testpath ==0.4.4
tokenizers ==0.8.1rc2
torch ==1.6.0
torchvision ==0.7.0
tornado ==6.3.3
tqdm ==4.48.2
traitlets *
urllib3 ==1.26.5
wcwidth ==0.2.5
webencodings ==0.5.1
wget ==3.2
widgetsnbextension ==3.5.1
xxhash ==2.0.0

examples/research_projects/vqgan-clip/requirements.txt pypi

Pillow *
PyYAML *
einops *
gradio *
icecream *
imageio *
lpips *
matplotlib *
more_itertools *
numpy *
omegaconf *
opencv_python_headless *
pudb *
pytorch_lightning *
requests *
scikit_image *
scipy *
setuptools *
streamlit *
taming-transformers *
tokenizers ==0.13.2
torch *
torchvision *
tqdm *
transformers ==4.26.0
typing_extensions *
wandb *

examples/research_projects/wav2vec2/requirements.txt pypi

datasets *
jiwer ==2.2.0
lang-trans ==0.6.0
librosa ==0.8.0
torch >=1.5.0
torchaudio *
transformers *

examples/research_projects/xtreme-s/requirements.txt pypi

datasets >=1.18.0
jiwer *
librosa *
torch >=1.5
torchaudio *

examples/tensorflow/_tests_requirements.txt pypi

conllu * test
datasets >=1.13.3 test
elasticsearch * test
evaluate >=0.2.0 test
faiss-cpu * test
fire * test
git-python ==1.0.3 test
jiwer * test
librosa * test
matplotlib * test
nltk * test
pandas * test
protobuf * test
psutil * test
pytest * test
rouge-score * test
sacrebleu >=1.4.12 test
scikit-learn * test
sentencepiece * test
seqeval * test
streamlit * test
tensorboard * test
tensorflow <2.15 test
tensorflow_datasets * test

examples/tensorflow/benchmarking/requirements.txt pypi

tensorflow >=2.3

examples/tensorflow/contrastive-image-text/requirements.txt pypi

datasets >=1.8.0
tensorflow >=2.6.0

examples/tensorflow/image-classification/requirements.txt pypi

datasets >=1.17.0
evaluate *
tensorflow >=2.4

examples/tensorflow/language-modeling/requirements.txt pypi

datasets >=1.8.0
sentencepiece *

examples/tensorflow/language-modeling-tpu/requirements.txt pypi

datasets ==2.9.0
tokenizers ==0.13.2
transformers ==4.26.1

examples/tensorflow/multiple-choice/requirements.txt pypi

protobuf *
sentencepiece *
tensorflow >=2.3

examples/tensorflow/question-answering/requirements.txt pypi

datasets >=1.4.0
evaluate >=0.2.0
tensorflow >=2.3.0

examples/tensorflow/summarization/requirements.txt pypi

datasets >=1.4.0
evaluate >=0.2.0
tensorflow >=2.3.0

examples/tensorflow/text-classification/requirements.txt pypi

datasets >=1.1.3
evaluate >=0.2.0
protobuf *
sentencepiece *
tensorflow >=2.3

examples/tensorflow/token-classification/requirements.txt pypi

datasets >=1.4.0
evaluate >=0.2.0
tensorflow >=2.3.0

examples/tensorflow/translation/requirements.txt pypi

datasets >=1.4.0
evaluate >=0.2.0
tensorflow >=2.3.0

pyproject.toml pypi