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: 39.60730239499286

Last synced: about 3 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 (almost 8 years ago)
Default Branch: main
Last Pushed: 2026-08-22T09:41:09.000Z (1 day ago)
Last Synced: 2026-08-22T10:29:56.542Z (1 day 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: 481 MB
Stars: 164,331
Watchers: 1,226
Forks: 34,319
Open Issues: 2,392
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
- Claude: CLAUDE.md
- Copilot: .github/copilot-instructions.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: 474
Last Synced at: 2026-08-22T02:26:21.821Z
Profile URL: https://github.com/huggingface

Committers metadata

Last synced: 4 days ago

Total Commits: 23,183
Total Committers: 3,860
Avg Commits per committer: 6.006
Development Distribution Score (DDS): 0.935

Commits in past year: 3,606
Committers in past year: 680
Avg Commits per committer in past year: 5.303
Development Distribution Score (DDS) in past year: 0.916

Name	Email	Commits
Yih-Dar	2****h	1498
Sylvain Gugger	3****r	1240
Lysandre	l**t@r**r	1088
thomwolf	t**f@g**m	946
Patrick von Platen	p**n@g**m	790
Joao Gante	j**e@g**m	596
Stas Bekman	s****0	518
Arthur	4****r	472
Raushan Turganbay	r**n@h**o	470
Matt	R****1	459
Cyril Vallez	c**z@h**o	412
Julien Chaumond	c**d@g**m	395
Younes Belkada	4****a	316
NielsRogge	4****e	287
Sam Shleifer	s**r@g**m	280
Marc Sun	5****c	241
Steven Liu	5****u	238
amyeroberts	2****s	235
Nicolas Patry	p**s@p**m	233
Suraj Patil	s**5@g**m	201
VictorSanh	v**h@g**m	194
Yuanyuan Chen	c**r@o**m	176
Yoni Gozlan	7****n	163
Anton Vlasjuk	7****u	157
dependabot[bot]	4****]	151
Manuel Romero	m**8@g**m	149
Sanchit Gandhi	9****i	149
Zach Mueller	m**r@g**m	145
Mohamed Mekkouri	9****r	139
Funtowicz Morgan	m****z	135
and 3830 more...

Issue and Pull Request metadata

Last synced: about 4 hours ago

Total issues: 19,221
Total pull requests: 34,879
Average time to close issues: about 2 months
Average time to close pull requests: 15 days
Total issue authors: 11,047
Total pull request authors: 6,124
Average comments per issue: 4.67
Average comments per pull request: 3.07
Merged pull request: 23,573
Bot issues: 57
Bot pull requests: 364

Past year issues: 1,558
Past year pull requests: 6,674
Past year average time to close issues: 23 days
Past year average time to close pull requests: 8 days
Past year issue authors: 1,056
Past year pull request authors: 1,577
Past year average comments per issue: 3.82
Past year average comments per pull request: 3.62
Past year merged pull request: 3,700
Past year bot issues: 57
Past year bot pull requests: 118

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

Top Issue Authors

stas00 (199)
sshleifer (188)
ghost (140)
patrickvonplaten (96)
h56cho (67)
BramVanroy (61)
github-actions[bot] (57)
astariul (53)
ydshieh (52)
NielsRogge (48)
LysandreJik (44)
PhilipMay (42)
jiqing-feng (37)
lucasjinreal (36)
xenova (35)

Top Pull Request Authors

ydshieh (2,070)
sgugger (1,034)
gante (988)
zucchini-nlp (819)
ArthurZucker (771)
patrickvonplaten (723)
LysandreJik (655)
Rocketknight1 (646)
Cyrilvallez (597)
AhmedAlmaghz (571)
stas00 (564)
younesbelkada (446)
NielsRogge (412)
SunMarc (384)
amyeroberts (368)

Top Issue Labels

bug (3,185)
wontfix (2,436)
Feature request (951)
New model (546)
WIP (301)
Good First Issue (204)
Vision (175)
Core: Tokenization (160)
Good Second Issue (152)
trainer (134)
Audio (116)
Generation (108)
Usage (102)
Core: Modeling (98)
Discussion (97)
Help wanted (82)
Core: Pipeline (79)
DeepSpeed (75)
TensorFlow (59)
Should Fix (56)
Documentation (55)
Good Difficult Issue (53)
Multimodal (49)
Need more information (45)
Migration (44)
Examples (44)
PyTorch (43)
Cache (42)
Tests (40)
solved (35)

Top Pull Request Labels

model card (649)
Code agent slop (525)
run-slow (341)
New model (338)
dependencies (255)
wontfix (200)
for patch (188)
Vision (164)
WIP (146)
python (137)
Audio (109)
Documentation (62)
Agents (55)
for_v5? (49)
bug (49)
DeepSpeed (42)
Processing (41)
Flax (33)
Examples (32)
Multimodal (30)
Tests (29)
Core: Modeling (29)
Quantization (24)
trainer (22)
run-benchmark (20)
ExecuTorch (18)
TensorFlow (17)
Feature request (14)
github_actions (13)
cleanup (13)

Package metadata

Total packages: 36
Total downloads:
- pypi: 198,351,945 last-month
- conda: 4,025,062 total
Total docker downloads: 44,558,964
Total dependent packages: 2,619 (may contain duplicates)
Total dependent repositories: 32,003 (may contain duplicates)
Total versions: 651
Total maintainers: 23
Total advisories: 22

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: 5.15.1 (published 4 days ago)
Last Synced: 2026-08-22T18:37:06.434Z (1 day ago)
Versions: 239
Dependent Packages: 2,589
Dependent Repositories: 31,800
Downloads: 198,341,881 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 (6)
- lysandre
- Thomwolf
- ArthurZucker
- Cyril123456789
- vasqu
- xcid
Advisories:

conda-forge.org: transformers

Homepage: https://github.com/huggingface/transformers
Licenses: Apache-2.0
Latest release: 4.24.0 (published almost 4 years ago)
Last Synced: 2026-04-01T16:18:21.999Z (5 months ago)
Versions: 68
Dependent Packages: 24
Dependent Repositories: 101
Downloads: 3,974,761 Total
Rankings:
- Stargazers count: 0.08%
- Forks count: 0.125%
- Average: 1.592%
- Dependent packages count: 2.79%
- Dependent repos count: 3.374%

proxy.golang.org: github.com/huggingface/Transformers

Homepage:
Documentation: https://pkg.go.dev/github.com/huggingface/Transformers#section-documentation
Licenses: apache-2.0
Latest release: v5.15.1+incompatible (published 3 days ago)
Last Synced: 2026-08-22T18:42:13.373Z (1 day ago)
Versions: 265
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.779%
- Average: 4.939%
- Dependent repos count: 5.1%

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 over 3 years ago)
Last Synced: 2026-08-22T18:37:18.464Z (1 day 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 10 months ago)
Last Synced: 2026-08-22T18:37:34.611Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 7 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: 4.57.0 (published 11 days ago)
Last Synced: 2026-08-22T18:37:10.567Z (1 day ago)
Versions: 12
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: 5.15.0 (published 13 days ago)
Last Synced: 2026-08-10T19:04:41.843Z (13 days ago)
Versions: 20
Dependent Packages: 4
Dependent Repositories: 101
Downloads: 50,301 Total
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 over 1 year ago)
Last Synced: 2026-08-22T18:37:31.576Z (1 day ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 15 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 almost 6 years ago)
Last Synced: 2026-08-22T18:37:04.410Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 11 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 over 3 years ago)
Last Synced: 2026-08-22T18:37:31.767Z (1 day ago)
Versions: 1
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 24 Last month
Rankings:
- Dependent packages count: 3.087%
- Average: 16.814%
- Dependent repos count: 30.542%
Maintainers (1)
- adi_machinify

pypi.org: rlinf-transformer-openpi

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

Homepage: https://github.com/huggingface/transformers
Documentation: https://rlinf-transformer-openpi.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.53.2 (published about 1 month ago)
Last Synced: 2026-08-22T18:37:02.235Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 2,410 Last month
Rankings:
- Dependent packages count: 6.823%
- Average: 22.713%
- Dependent repos count: 38.603%

pypi.org: transformers4576

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

Homepage: https://github.com/huggingface/transformers
Documentation: https://transformers4576.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 4.57.6 (published about 2 months ago)
Last Synced: 2026-08-22T18:37:18.848Z (1 day ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 3,583 Last month
Rankings:
- Dependent packages count: 6.921%
- Average: 23.038%
- Dependent repos count: 39.155%
Maintainers (1)
- jianchang512

pypi.org: transformers-kt

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-kt.readthedocs.io/
Licenses: Apache 2.0 License
Latest release: 5.6.0 (published 4 months ago)
Last Synced: 2026-08-22T18:38:12.124Z (1 day ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 2,051 Last month
Rankings:
- Dependent packages count: 7.339%
- Average: 24.426%
- Dependent repos count: 41.512%
Maintainers (1)
- Approaching.AI

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 9 months ago)
Last Synced: 2026-08-22T18:37:13.873Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 22 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 10 months ago)
Last Synced: 2026-08-22T18:37:33.007Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 24 Last month
Rankings:
- Dependent packages count: 8.36%
- Average: 27.808%
- Dependent repos count: 47.256%
Maintainers (1)
- imstevenpmwork

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 about 1 year ago)
Last Synced: 2026-08-22T18:37:26.755Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 1,801 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 over 1 year ago)
Last Synced: 2026-08-22T18:38:26.576Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 11 Last month
Rankings:
- Dependent packages count: 9.113%
- Average: 30.23%
- Dependent repos count: 51.347%
Maintainers (1)
- shamitv

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 over 1 year ago)
Last Synced: 2026-08-22T18:37:26.606Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 19 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 over 1 year ago)
Last Synced: 2026-08-22T18:38:11.697Z (1 day 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 over 1 year ago)
Last Synced: 2026-08-22T18:37:01.996Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 14 Last month
Rankings:
- Dependent packages count: 9.182%
- Average: 30.455%
- Dependent repos count: 51.727%
Maintainers (1)
- kartik26

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 over 1 year ago)
Last Synced: 2026-08-22T18:37:06.301Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 14 Last month
Rankings:
- Dependent packages count: 9.182%
- Average: 30.455%
- Dependent repos count: 51.727%
Maintainers (1)
- mersawi

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 over 1 year ago)
Last Synced: 2026-08-22T18:37:03.630Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 22 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 about 2 years ago)
Last Synced: 2026-08-22T18:37:14.235Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 18 Last month
Rankings:
- Dependent packages count: 10.454%
- Average: 34.65%
- Dependent repos count: 58.847%
Maintainers (1)
- divyanx

nixpkgs-unstable: python314Packages.transformers_4

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/4.nix#L198
Licenses: Apache-2.0
Latest release: 4.57.6 (published 6 months ago)
Last Synced: 2026-04-03T02:03:18.880Z (5 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (2)
- happysalada
- pashashocky

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 7 months ago)
Last Synced: 2026-03-07T10:14:58.984Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
Maintainers (2)
- happysalada
- pashashocky

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 7 months ago)
Last Synced: 2026-05-12T14:59:00.869Z (3 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (2)
- happysalada
- pashashocky

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#L217
Licenses: Apache-2.0
Latest release: 5.2.0 (published 6 months ago)
Last Synced: 2026-04-10T19:01:51.098Z (5 months ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (3)

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 7 months ago)
Last Synced: 2026-03-07T08:38:56.944Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
Maintainers (2)
- happysalada
- pashashocky

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 7 months ago)
Last Synced: 2026-03-07T11:39:55.026Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (2)
- happysalada
- pashashocky

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 7 months ago)
Last Synced: 2026-04-17T18:02:10.921Z (4 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- pashashocky

nixpkgs-unstable: python313Packages.transformers_4

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/4.nix#L198
Licenses: Apache-2.0
Latest release: 4.57.6 (published 6 months ago)
Last Synced: 2026-04-03T02:03:06.405Z (5 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (2)
- happysalada
- pashashocky

guix: python-transformers

Machine Learning for PyTorch and TensorFlow

Homepage: https://github.com/huggingface/transformers
Documentation: https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/packages/machine-learning.scm#n6082
Licenses: asl2.0
Latest release: 4.44.2 (published 6 months ago)
Last Synced: 2026-04-27T17:05:17.570Z (4 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

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 7 months ago)
Last Synced: 2026-03-06T08:38:20.165Z (6 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
Maintainers (2)
- happysalada
- pashashocky

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 7 months ago)
Last Synced: 2026-07-24T19:46:41.416Z (about 1 month ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (2)
- happysalada
- pashashocky

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#L217
Licenses: Apache-2.0
Latest release: 5.2.0 (published 6 months ago)
Last Synced: 2026-03-07T09:33:37.366Z (6 months ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
Maintainers (3)

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 7 months ago)
Last Synced: 2026-04-03T10:12:15.807Z (5 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- pashashocky

Dependencies

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

actions/cache v2 composite
actions/checkout v3 composite
actions/upload-artifact v3 composite

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

actions/checkout v3 composite
docker/build-push-action v5 composite
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
docker/setup-buildx-action v2 composite

.github/workflows/build_documentation.yml actions

.github/workflows/build_pr_documentation.yml actions

.github/workflows/check_tiny_models.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite

.github/workflows/doctests.yml actions

actions/checkout v3 composite
actions/download-artifact v3 composite
actions/upload-artifact v3 composite

.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/stale.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/update_metdata.yml actions

actions/checkout v3 composite

.github/workflows/upload_pr_documentation.yml actions

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-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

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

pyproject.toml pypi

setup.py pypi

deps *

.github/workflows/self-scheduled-amd-caller.yml actions

.github/workflows/self-scheduled-amd-mi250-caller.yml actions

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

rocm/dev-ubuntu-22.04 5.6 build

tests/sagemaker/scripts/pytorch/requirements.txt pypi

datasets ==1.8.0 test

.github/workflows/check-workflow-permissions.yml actions

.github/workflows/model_jobs_intel_gaudi.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite

.github/workflows/collated-reports.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/download-artifact 3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c composite

.github/workflows/benchmark_v2_mi300_caller.yml actions

.github/workflows/extras-smoke-test.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/download-artifact 3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c composite
actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite
actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite
slackapi/slack-github-action 45a88b9581bfab2566dc881e2cd66d334e621e2c composite

.github/workflows/new_model_pr_merged_notification.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
slackapi/slack-github-action 45a88b9581bfab2566dc881e2cd66d334e621e2c composite

.github/workflows/pr-ci-caller.yml actions

.github/workflows/pr_build_doc_with_comment.yml actions

.github/workflows/benchmark_v2.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite

.github/workflows/pr_slow_ci_suggestion.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/github-script 3a2844b7e9c422d3c10d287c895573f7108da1b3 composite

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

actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite

.github/workflows/ai-review.yml actions

.github/workflows/self-scheduled-intel-gaudi3-caller.yml actions

.github/workflows/serge-verify-caller.yml actions

benchmark/requirements.txt pypi

gpustat ==1.1.1
pandas >=1.5.0
psutil ==6.0.0
psycopg2 ==2.9.9

.github/workflows/assign-reviewers.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite

.github/workflows/dependents-smoke-test.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite
astral-sh/setup-uv 08807647e7069bb48b6ef5acd8ec9567f424441b composite

.github/workflows/benchmark.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite

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

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
docker/build-push-action f9f3042f7e2789586610d6e8b85c8f03e5195baf composite
docker/login-action 650006c6eb7dba73a995cc03b0b2d7f5ca915bee composite
docker/setup-buildx-action d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5 composite
huggingface/hf-workflows/.github/actions/post-slack a88e7fa2eaee28de5a4d6142381b1fb792349b67 composite

.github/workflows/check_failed_tests.yml actions

actions/download-artifact 3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c composite
actions/github-script 3a2844b7e9c422d3c10d287c895573f7108da1b3 composite
actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite
slackapi/slack-github-action 6c661ce58804a1a20f6dc5fbee7f0381b469e001 composite

.github/workflows/push-important-models.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/github-script 3a2844b7e9c422d3c10d287c895573f7108da1b3 composite

.github/workflows/benchmark_v2_a10_caller.yml actions

.github/workflows/get-pr-info.yml actions

actions/github-script 3a2844b7e9c422d3c10d287c895573f7108da1b3 composite

.github/workflows/anti-slop.yml actions

peakoss/anti-slop 57858eead489d08b255fab2af45a506c2ca6eab2 composite

.github/workflows/circleci-failure-summary-comment.yml.bak actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/github-script 3a2844b7e9c422d3c10d287c895573f7108da1b3 composite
actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite

.github/workflows/get-pr-number.yml actions

.github/workflows/self-comment-ci.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/download-artifact 3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c composite

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

actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite

docker/transformers-pytorch-xpu/Dockerfile docker

intel/deep-learning-essentials 2026.0.0-devel-ubuntu24.04 build

.github/workflows/pr-repo-consistency-bot.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/download-artifact 3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c composite
actions/github-script 3a2844b7e9c422d3c10d287c895573f7108da1b3 composite
actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite
actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite

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

.github/workflows/self-scheduled-amd-mi300-caller.yml actions

.github/workflows/codeql.yml actions

.github/workflows/release.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/download-artifact 3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c composite
actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite
actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite
pypa/gh-action-pypi-publish cef221092ed1bacb1cc03d23a2d87d1d172e277b composite

.github/workflows/trufflehog.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
trufflesecurity/trufflehog d411fff7b8879a62509f3fa98c07f247ac089a51 composite

.github/workflows/doctest_job.yml actions

actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite

.github/workflows/nightly-integration-failure-triage-caller.yml actions

.github/workflows/self-scheduled-flash-attn-caller.yml actions

actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite

.github/workflows/pr-ci-post-dashboard-link.yml actions

actions/checkout 3d3c42e5aac5ba805825da76410c181273ba90b1 composite
actions/download-artifact v4 composite

.github/workflows/pr-ci-security-gate.yml actions

.github/workflows/trl-ci-bot.yml actions

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

albumentations >=1.4.16
datasets *
pycocotools *
timm *
torchmetrics *

.github/workflows/self-scheduled-amd-mi355-caller.yml actions

.github/workflows/slack-report.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite
actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite
ydshieh/download-artifact 034d574170fc2fbcc74842d25304666dad52f1ad composite

.github/workflows/self-scheduled-intel-gaudi.yml actions

actions/checkout de0fac2e4500dabe0009e67214ff5f5447ce83dd composite
actions/setup-python a309ff8b426b58ec0e2a45f0f869d46889d02405 composite
actions/upload-artifact 043fb46d1a93c77aae656e7c1c64a875d1fc6a0a composite

.github/workflows/ssh-runner.yml actions

huggingface/tailscale-action 7d53c9737e53934c30290b5524d1c9b4a7c98c8a composite

docker/transformers-intel-cpu/Dockerfile docker

intel/deep-learning-essentials 2025.1.3-0-devel-ubuntu24.04 build

docker/transformers-quantization-latest-gpu/Dockerfile docker

nvidia/cuda 12.6.0-cudnn-devel-ubuntu22.04 build

benchmark_v2/requirements.txt pypi

amdsmi >=7.0.2
datasets >=2.10.0
huggingface_hub >=0.16.0
numpy >=1.21.0
nvidia-ml-py >=12.0.0
psutil >=5.8.0
torch >=2.0.0

examples/pytorch/object-detection/requirements.txt pypi

albumentations >=1.4.16
datasets >=4.0
pycocotools *
timm *
torchmetrics *