https://github.com/ml-explore/mlx-lm
llms mlx
Score: 27.76281739718559
Last synced: about 4 hours ago
JSON representation
Repository metadata:
Run LLMs with MLX
- Host: GitHub
- URL: https://github.com/ml-explore/mlx-lm
- Owner: ml-explore
- License: mit
- Created: 2025-03-11T16:38:30.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2026-10-30T09:28:48.000Z (4 days ago)
- Last Synced: 2026-11-02T00:34:11.631Z (1 day ago)
- Topics: llms, mlx
- Language: Python
- Homepage:
- Size: 2.84 MB
- Stars: 7,530
- Watchers: 56
- Forks: 1,161
- Open Issues: 254
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Agents: AGENTS.md
- Claude: CLAUDE.md
Owner metadata:
- Name: ml-explore
- Login: ml-explore
- Email:
- Kind: organization
- Description: Machine learning research on your laptop or in a data center - by Apple
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/102832242?v=4
- Repositories: 11
- Last Synced at: 2026-10-29T10:07:14.297Z
- Profile URL: https://github.com/ml-explore
GitHub Events
Total
- Commit comment event: 1
- Create event: 149
- Delete event: 138
- Discussion event: 9
- Fork event: 276
- Issue comment event: 1284
- Issues event: 354
- Member event: 1
- Public event: 1
- Pull request event: 592
- Pull request review comment event: 283
- Pull request review event: 484
- Push event: 565
- Release event: 10
- Watch event: 2445
- Total: 6592
Last Year
- Create event: 53
- Delete event: 51
- Discussion event: 9
- Fork event: 90
- Issue comment event: 340
- Issues event: 93
- Member event: 1
- Pull request event: 183
- Pull request review comment event: 68
- Pull request review event: 112
- Push event: 219
- Release event: 1
- Watch event: 682
- Total: 1902
Committers metadata
Last synced: 1 day ago
Total Commits: 996
Total Committers: 268
Avg Commits per committer: 3.716
Development Distribution Score (DDS): 0.709
Commits in past year: 377
Committers in past year: 157
Avg Commits per committer in past year: 2.401
Development Distribution Score (DDS) in past year: 0.867
| Name | Commits | |
|---|---|---|
| Awni Hannun | a****i@a****m | 290 |
| Angelos Katharopoulos | a****s@a****m | 63 |
| Gökdeniz Gülmez | 6****z | 56 |
| Anchen | l****u@g****m | 38 |
| Tarjei Mandt | k****l@g****m | 33 |
| Ivan Fioravanti | i****i@g****m | 26 |
| madroid | m****q@g****m | 25 |
| Prince Canuma | p****t@g****m | 24 |
| michalk8 | 4****8 | 21 |
| Chime Ogbuji | c****e@g****m | 13 |
| n8programs | 4****n | 10 |
| Anastasiia Filippova | a****a@g****m | 9 |
| Neil Mehta | n****l@l****i | 9 |
| Pedro Cuenca | p****o@h****o | 9 |
| Cheng | g****t@z****m | 8 |
| Alex Barron | b****x | 7 |
| Shunta Saito | s****o@g****m | 6 |
| Lik Xun Yuan (Lx) | l****0@g****m | 6 |
| will-lms | w****l@l****i | 5 |
| Gyanu Mayank | g****0@g****m | 5 |
| Isaac Hernández | i****r@g****m | 4 |
| Josh York | j****3@g****m | 4 |
| Sugato Ray | s****y | 4 |
| Yi Wang | y****5@g****m | 4 |
| christian-lms | c****n@l****i | 4 |
| Ryan Goulden | p****n@g****m | 3 |
| Taylor Wallgren | 5****n | 3 |
| Thomas Lazarus | 4****t | 3 |
| Vincent Amato | v****o@g****m | 3 |
| Y4hL | 4****L | 3 |
| and 238 more... | ||
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 369
Total pull requests: 722
Average time to close issues: about 2 months
Average time to close pull requests: 14 days
Total issue authors: 262
Total pull request authors: 309
Average comments per issue: 1.61
Average comments per pull request: 1.79
Merged pull request: 307
Bot issues: 0
Bot pull requests: 0
Past year issues: 181
Past year pull requests: 364
Past year average time to close issues: 3 months
Past year average time to close pull requests: 29 days
Past year issue authors: 143
Past year pull request authors: 238
Past year average comments per issue: 1.9
Past year average comments per pull request: 1.77
Past year merged pull request: 92
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- ivanfioravanti (20)
- psm-2 (6)
- Vlor999 (6)
- awni (5)
- trevorgordon981 (5)
- vlbosch (5)
- Revive-Curiosity (4)
- dahai80 (4)
- Totorong-Bot (4)
- JoshShailes (4)
- DXXS (4)
- chigkim (3)
- sudo-0x2a (3)
- kaxap (3)
- aidiffuser (3)
Top Pull Request Authors
- awni (124)
- Goekdeniz-Guelmez (50)
- ivanfioravanti (18)
- angeloskath (15)
- Blaizzy (14)
- michalk8 (10)
- kernelpool (10)
- will-lms (9)
- neilmehta24 (8)
- N8python (7)
- nastya236 (7)
- axiom-of-choice (6)
- pierre427 (6)
- Vlor999 (6)
- BenceSzalai (6)
Top Issue Labels
- enhancement (5)
- bug (5)
- good first issue (1)
Top Pull Request Labels
- new_model (47)
- bug (43)
- enhancement (26)
- await response (6)
- await verification (1)
Package metadata
- Total packages: 6
-
Total downloads:
- homebrew: 1,995 last-month
- pypi: 544,885 last-month
- Total dependent packages: 9 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 158
- Total maintainers: 2
nixpkgs-unstable: python314Packages.mlx-lm
Run LLMs with MLX
- Homepage: https://github.com/ml-explore/mlx-lm
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/mlx-lm/default.nix#L94
- Licenses: MIT
- Latest release: 0.32.2 (published 2 days ago)
- Last Synced: 2026-11-01T11:35:46.242Z (2 days ago)
- Versions: 4
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 0.328%
- Stargazers count: 0.569%
- Forks count: 0.741%
nixpkgs-unstable: python313Packages.mlx-lm
Run LLMs with MLX
- Homepage: https://github.com/ml-explore/mlx-lm
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/mlx-lm/default.nix#L94
- Licenses: MIT
- Latest release: 0.32.2 (published 2 days ago)
- Last Synced: 2026-11-01T11:00:51.826Z (2 days ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Stargazers count: 1.459%
- Average: 1.517%
- Forks count: 1.576%
proxy.golang.org: github.com/ml-explore/mlx-lm
- Homepage:
- Documentation: https://pkg.go.dev/github.com/ml-explore/mlx-lm#section-documentation
- Licenses: mit
- Latest release: v0.32.2 (published 18 days ago)
- Last Synced: 2026-11-02T00:33:37.108Z (1 day ago)
- Versions: 31
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.702%
- Average: 4.86%
- Dependent repos count: 5.018%
pypi.org: mlx-lm
LLMs with MLX and the Hugging Face Hub
- Homepage: https://github.com/ml-explore/mlx-lm
- Documentation: https://mlx-lm.readthedocs.io/
- Licenses: MIT
- Latest release: 0.32.2 (published 18 days ago)
- Last Synced: 2026-11-02T00:33:35.053Z (1 day ago)
- Versions: 105
- Dependent Packages: 9
- Dependent Repositories: 0
- Downloads: 544,885 Last month
-
Rankings:
- Dependent packages count: 10.032%
- Average: 38.124%
- Dependent repos count: 66.217%
- Maintainers (2)
formulae.brew.sh: mlx-lm
Run LLMs with MLX
- Homepage: https://github.com/ml-explore/mlx-lm
- Licenses: MIT
- Latest release: 0.32.2 (published 16 days ago)
- Last Synced: 2026-11-02T00:33:34.645Z (1 day ago)
- Versions: 14
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 1,995 Last month
-
Rankings:
- Dependent packages count: 15.701%
- Average: 41.351%
- Dependent repos count: 45.713%
- Downloads: 62.639%
anaconda.org: mlx-lm
MLX LM is a Python package for generating text and fine-tuning large language models on Apple silicon with MLX. Some key features include integration with the Hugging Face Hub to easily use thousands of LLMs with a single command, support for quantizing and uploading models to the Hugging Face Hub, low-rank and full model fine-tuning with support for quantized models, distributed inference and fine-tuning with mx.distributed
- Homepage: https://github.com/ml-explore/mlx-lm
- Licenses: MIT
- Latest release: 0.31.3 (published 4 months ago)
- Last Synced: 2026-06-29T13:33:34.919Z (4 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 0 Total
-
Rankings:
- Dependent packages count: 34.675%
- Dependent repos count: 37.809%
- Average: 48.677%
- Downloads: 73.547%
Dependencies
- actions/checkout v5 composite
- actions/setup-python v6 composite
- actions/upload-artifact v5 composite
- pypa/gh-action-pypi-publish release/v1 composite
- actions/checkout v5 composite
- actions/checkout v7 composite
- astral-sh/setup-uv v8.2.0 composite
- pre-commit/action v3.0.1 composite
- actions/checkout v7 composite
- jinja2 *
- mlx >=0.32.2; platform_system == 'Darwin'
- numpy *
- protobuf *
- pyyaml *
- sentencepiece *
- transformers >=5.7.0