https://github.com/explosion/spacy-transformers

bert google gpt-2 huggingface language-model machine-learning natural-language-processing natural-language-understanding nlp openai pytorch pytorch-model spacy spacy-extension spacy-pipeline transfer-learning xlnet

Score: 23.165889664005263

Last synced: 1 day ago
JSON representation

Repository metadata:

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

Host: GitHub
URL: https://github.com/explosion/spacy-transformers
Owner: explosion
License: mit
Created: 2019-07-26T19:12:34.000Z (over 7 years ago)
Default Branch: master
Last Pushed: 2026-10-29T11:58:59.000Z (9 days ago)
Last Synced: 2026-11-01T11:15:04.466Z (6 days ago)
Topics: bert, google, gpt-2, huggingface, language-model, machine-learning, natural-language-processing, natural-language-understanding, nlp, openai, pytorch, pytorch-model, spacy, spacy-extension, spacy-pipeline, transfer-learning, xlnet
Language: Python
Homepage: https://spacy.io/usage/embeddings-transformers
Size: 1.17 MB
Stars: 1,411
Watchers: 28
Forks: 177
Open Issues: 2
Metadata Files:
- Readme: README.md
- License: LICENSE

Owner metadata:

Name: Explosion
Login: explosion
Email: contact@explosion.ai
Kind: organization
Description: Software company specializing in developer tools and tailored solutions for AI and Natural Language Processing
Website: https://explosion.ai
Location: Berlin, Germany
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/20011530?v=4
Repositories: 80
Last Synced at: 2026-10-31T01:32:51.460Z
Profile URL: https://github.com/explosion

GitHub Events

Total

Create event: 8
Delete event: 5
Fork event: 8
Issue comment event: 5
Member event: 1
Pull request event: 5
Push event: 17
Release event: 4
Watch event: 55
Total: 108

Last Year

Create event: 1
Delete event: 1
Pull request event: 1
Push event: 6
Watch event: 2
Total: 11

Committers metadata

Last synced: 2 days ago

Total Commits: 1,343
Total Committers: 23
Avg Commits per committer: 58.391
Development Distribution Score (DDS): 0.366

Commits in past year: 18
Committers in past year: 2
Avg Commits per committer in past year: 9.0
Development Distribution Score (DDS) in past year: 0.056

Name	Email	Commits
Matthew Honnibal	h**h@g**m	851
Ines Montani	i**s@i**o	215
Adriane Boyd	a**d@g**m	137
svlandeg	s**m@g**m	81
Daniël de Kok	m**e@d**u	18
Yohei Tamura	t**y@g**m	15
Madeesh Kannan	s****e	4
Santiago Castro	b**t@m**y	4
Ryn Daniels	r**n@e**i	3
Kenneth Enevoldsen	k**n@g**m	2
Osman Baskaya	t**e@g**m	1
Basile Dura	b****a	1
Farah Shadid	f**d@g**m	1
Masoud Kazemi	m**3@g**m	1
Nirant	N****K	1
Paul O'Leary McCann	p**m@d**m	1
Peter B	5****r	1
Ryn Daniels	3****s	1
Timothy J Laurent	t**t@g**m	1
kayvane	k**2@h**m	1
ssavvi	5****i	1
tsoernes	t**s@g**m	1
zlin	z**n@b**m	1

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 0
Total pull requests: 142
Average time to close issues: N/A
Average time to close pull requests: 8 days
Total issue authors: 0
Total pull request authors: 18
Average comments per issue: 0
Average comments per pull request: 0.94
Merged pull request: 120
Bot issues: 0
Bot pull requests: 0

Past year issues: 0
Past year pull requests: 8
Past year average time to close issues: N/A
Past year average time to close pull requests: 5 days
Past year issue authors: 0
Past year pull request authors: 4
Past year average comments per issue: 0
Past year average comments per pull request: 0.38
Past year merged pull request: 5
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

Top Pull Request Authors

adrianeboyd (89)
danieldk (15)
honnibal (10)
shadeMe (6)
svlandeg (5)
ryndaniels (3)
hume-brian (2)
polm (2)
farah-shadid (1)
Vitaliy-Pikalo (1)
cherbel (1)
massy-o (1)
hiroshi-matsuda-rit (1)
MASSIVEMAGNETICS (1)
bdura (1)

Top Issue Labels

Top Pull Request Labels

bug (10)
enhancement (7)
tests (6)
v1.1 (5)
feat / pipeline (4)
feat / alignment (3)
perf / speed (3)
feat / serialize (2)
perf / memory (2)
docs (1)
pytorch (1)
install (1)

Package metadata

Total packages: 14
Total downloads:
- conda: 162,538 total
- pypi: 189,122 last-month
Total docker downloads: 2,018
Total dependent packages: 49 (may contain duplicates)
Total dependent repositories: 196 (may contain duplicates)
Total versions: 145
Total maintainers: 4

nixpkgs-23.05: python310Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/spacy-transformers/default.nix#L52
Licenses: MIT
Latest release: 1.2.3 (published 9 months ago)
Last Synced: 2026-08-22T09:27:04.074Z (3 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 0.171%
- Forks count: 0.327%
- Stargazers count: 0.356%

nixpkgs-unstable: python313Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/spacy-transformers/default.nix#L72
Licenses: MIT
Latest release: 1.3.9 (published 9 months ago)
Last Synced: 2026-11-01T11:13:14.555Z (6 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 0.555%
- Stargazers count: 1.074%
- Forks count: 1.148%
Maintainers (1)
- NickCao

pypi.org: spacy-transformers

spaCy pipelines for pre-trained BERT and other transformers

Homepage: https://spacy.io
Documentation: https://spacy-transformers.readthedocs.io/
Licenses: MIT
Latest release: 2.0.3 (published 3 days ago)
Last Synced: 2026-11-03T22:07:15.985Z (3 days ago)
Versions: 81
Dependent Packages: 32
Dependent Repositories: 192
Downloads: 189,122 Last month
Docker Downloads: 2,018
Rankings:
- Downloads: 0.537%
- Dependent packages count: 0.642%
- Average: 1.063%
- Dependent repos count: 1.091%
- Docker downloads count: 1.98%
Maintainers (3)

nixpkgs-23.11: python310Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/spacy-transformers/default.nix#L53
Licenses: MIT
Latest release: 1.3.3 (published 9 months ago)
Last Synced: 2026-08-22T09:26:30.710Z (3 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 1.724%
- Forks count: 3.404%
- Stargazers count: 3.493%

proxy.golang.org: github.com/explosion/spacy-transformers

Homepage:
Documentation: https://pkg.go.dev/github.com/explosion/spacy-transformers#section-documentation
Licenses: mit
Latest release: v1.3.6 (published over 2 years ago)
Last Synced: 2026-11-04T20:51:12.312Z (2 days ago)
Versions: 43
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.593%
- Average: 4.747%
- Dependent repos count: 4.902%

conda-forge.org: spacy-transformers

This package provides spaCy components and architectures to use transformer models via Hugging Face's transformers in spaCy. The result is convenient access to state-of-the-art transformer architectures, such as BERT, GPT-2, XLNet, etc.

Homepage: https://spacy.io
Licenses: MIT
Latest release: 1.1.8 (published about 4 years ago)
Last Synced: 2026-08-22T09:28:12.484Z (3 months ago)
Versions: 7
Dependent Packages: 8
Dependent Repositories: 2
Downloads: 160,185 Total
Rankings:
- Dependent packages count: 7.101%
- Stargazers count: 11.488%
- Average: 13.289%
- Forks count: 14.457%
- Dependent repos count: 20.111%

anaconda.org: spacy-transformers

Homepage: https://spacy.io
Licenses: MIT
Latest release: 1.4.0 (published 5 months ago)
Last Synced: 2026-08-22T09:28:20.644Z (3 months ago)
Versions: 4
Dependent Packages: 9
Dependent Repositories: 2
Downloads: 2,353 Total
Rankings:
- Dependent packages count: 5.517%
- Stargazers count: 21.22%
- Average: 25.261%
- Forks count: 25.602%
- Dependent repos count: 48.705%

nixpkgs-24.11: python311Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/spacy-transformers/default.nix#L58
Licenses: MIT
Latest release: 1.3.5 (published 9 months ago)
Last Synced: 2026-08-22T09:27:56.450Z (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 (1)
- NickCao

nixpkgs-23.05: python311Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/spacy-transformers/default.nix#L52
Licenses: MIT
Latest release: 1.2.3 (published 9 months ago)
Last Synced: 2026-08-22T09:26:50.276Z (3 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

nixpkgs-24.05: python311Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/spacy-transformers/default.nix#L61
Licenses: MIT
Latest release: 1.3.5 (published 9 months ago)
Last Synced: 2026-08-22T09:26:45.157Z (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 (1)
- NickCao

nixpkgs-24.11: python312Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/spacy-transformers/default.nix#L58
Licenses: MIT
Latest release: 1.3.5 (published 9 months ago)
Last Synced: 2026-08-22T09:27:37.120Z (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 (1)
- NickCao

nixpkgs-23.11: python311Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/spacy-transformers/default.nix#L53
Licenses: MIT
Latest release: 1.3.3 (published 9 months ago)
Last Synced: 2026-08-22T09:28:29.035Z (3 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

nixpkgs-24.05: python312Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/spacy-transformers/default.nix#L61
Licenses: MIT
Latest release: 1.3.5 (published 9 months ago)
Last Synced: 2026-08-22T09:26:49.916Z (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 (1)
- NickCao

nixpkgs-unstable: python314Packages.spacy-transformers

spaCy pipelines for pretrained BERT, XLNet and GPT-2

Homepage: https://github.com/explosion/spacy-transformers
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/spacy-transformers/default.nix#L72
Licenses: MIT
Latest release: 1.3.9 (published 9 months ago)
Last Synced: 2026-11-01T11:47:22.445Z (6 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- NickCao

Dependencies

.github/workflows/explosionbot.yml actions

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

.github/workflows/issue-manager.yml actions

tiangolo/issue-manager 0.2.1 composite

requirements.txt pypi

cython >=0.25
dataclasses >=0.6,<1.0
mypy >=0.990,<0.1000
numpy >=1.15.0
pytest >=5.2.0
pytest-cov >=2.7.0,<2.8.0
spacy >=3.5.0,<4.0.0
spacy-alignments >=0.7.2,<1.0.0
srsly >=2.4.0,<3.0.0
torch >=1.8.0
transformers >=3.4.0,<4.27.0
types-contextvars >=0.1.2
types-dataclasses >=0.1.3

.github/workflows/tests.yml actions

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

pyproject.toml pypi

setup.py pypi

.github/workflows/publish_pypi.yml actions

pypa/gh-action-pypi-publish ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e composite
robinraju/release-downloader daf26c55d821e836577a15f77d86ddc078948b05 composite

.github/workflows/cibuildwheel.yml actions

ecosyste.ms

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Summary

https://github.com/explosion/spacy-transformers

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Package metadata

nixpkgs-23.05: python310Packages.spacy-transformers

nixpkgs-unstable: python313Packages.spacy-transformers

pypi.org: spacy-transformers

nixpkgs-23.11: python310Packages.spacy-transformers

proxy.golang.org: github.com/explosion/spacy-transformers

conda-forge.org: spacy-transformers

anaconda.org: spacy-transformers

nixpkgs-24.11: python311Packages.spacy-transformers

nixpkgs-23.05: python311Packages.spacy-transformers

nixpkgs-24.05: python311Packages.spacy-transformers

nixpkgs-24.11: python312Packages.spacy-transformers

nixpkgs-23.11: python311Packages.spacy-transformers

nixpkgs-24.05: python312Packages.spacy-transformers

nixpkgs-unstable: python314Packages.spacy-transformers

Dependencies