awesome-llama: https://github.com/hiyouga/LlamaFactory
agent ai deepseek fine-tuning gemma gpt instruction-tuning large-language-models llama llama3 llm lora moe nlp peft qlora quantization qwen rlhf transformers
Score: 25.432395917248037
Last synced: about 10 hours ago
JSON representation
Repository metadata:
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
- Host: GitHub
- URL: https://github.com/hiyouga/LlamaFactory
- Owner: hiyouga
- License: apache-2.0
- Created: 2023-05-28T10:09:12.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-11-13T12:09:45.000Z (3 months ago)
- Last Synced: 2025-11-13T14:14:08.801Z (3 months ago)
- Topics: agent, ai, deepseek, fine-tuning, gemma, gpt, instruction-tuning, large-language-models, llama, llama3, llm, lora, moe, nlp, peft, qlora, quantization, qwen, rlhf, transformers
- Language: Python
- Homepage: https://llamafactory.readthedocs.io
- Size: 11.9 MB
- Stars: 62,384
- Watchers: 302
- Forks: 7,553
- Open Issues: 774
-
Metadata Files:
- Readme: README.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Security: .github/SECURITY.md
Owner metadata:
- Name: hoshi-hiyouga
- Login: hiyouga
- Email:
- Kind: user
- Description: No code All live
- Website: https://scholar.google.com/citations?user=QQtacXUAAAAJ&hl=en
- Location: Beijing, China
- Twitter: zhengyw1999
- Company: 死んだ魚の目日照不足シャトルラン部
- Icon url: https://avatars.githubusercontent.com/u/16256802?u=9622ad4c25aa0a0bfc6dfac3db6bd0d7732c0f1e&v=4
- Repositories: 7
- Last Synced at: 2023-03-05T07:54:30.776Z
- Profile URL: https://github.com/hiyouga
GitHub Events
Total
- Commit comment event: 14
- Create event: 264
- Delete event: 263
- Fork event: 2698
- Issue comment event: 6040
- Issues event: 3693
- Pull request event: 978
- Pull request review comment event: 291
- Pull request review event: 375
- Push event: 607
- Release event: 2
- Watch event: 20805
- Total: 36030
Last Year
- Commit comment event: 14
- Create event: 264
- Delete event: 263
- Fork event: 2698
- Issue comment event: 6040
- Issues event: 3693
- Pull request event: 978
- Pull request review comment event: 291
- Pull request review event: 375
- Push event: 607
- Release event: 2
- Watch event: 20805
- Total: 36030
Committers metadata
Last synced: 3 months ago
Total Commits: 2,473
Total Committers: 223
Avg Commits per committer: 11.09
Development Distribution Score (DDS): 0.251
Commits in past year: 556
Committers in past year: 109
Avg Commits per committer in past year: 5.101
Development Distribution Score (DDS) in past year: 0.426
| Name | Commits | |
|---|---|---|
| hiyouga | h****a@b****n | 1853 |
| BUAADreamer | 1****3@q****m | 96 |
| Kingsley | k****w@g****m | 58 |
| codingma | c****a@1****m | 35 |
| marko1616 | m****6@o****m | 24 |
| ZeYi Lin | 9****7@q****m | 15 |
| MengqingCao | c****3@1****m | 11 |
| hzhaoy | h****g@g****m | 11 |
| Jonery | q****o@l****n | 9 |
| Eric Tang | 4****0 | 9 |
| xingjun.wang | x****j@a****m | 8 |
| khazic | k****c@g****m | 8 |
| KUANGDD | k****d@b****n | 7 |
| mMrBun | 2****7@q****m | 7 |
| yuze.zyz | y****z@a****m | 7 |
| Johnny | j****3@g****m | 6 |
| shing100 | s****0@n****m | 5 |
| Mark Mueller | m****r@i****h | 5 |
| ancv | a****v@v****n | 5 |
| -.- | w****l@1****m | 4 |
| ylfeng | y****g@i****n | 4 |
| huniu20 | h****l@g****m | 4 |
| Yuchen Han | 4****p | 4 |
| Vivek Iyer | v****m@g****m | 4 |
| Ting | w****n@f****m | 4 |
| Eli Costa | 8****a | 4 |
| JessyTsu1 | 5****1 | 3 |
| Katehuuh | 1****h | 3 |
| S3Studio | S****S@g****m | 3 |
| Tsumugii24 | 2****9@q****m | 3 |
| and 193 more... | ||
Issue and Pull Request metadata
Last synced: 3 months ago
Total issues: 5,388
Total pull requests: 1,398
Average time to close issues: 5 days
Average time to close pull requests: 7 days
Total issue authors: 3,092
Total pull request authors: 397
Average comments per issue: 1.33
Average comments per pull request: 0.77
Merged pull request: 853
Bot issues: 0
Bot pull requests: 0
Past year issues: 2,170
Past year pull requests: 922
Past year average time to close issues: 3 days
Past year average time to close pull requests: 5 days
Past year issue authors: 1,493
Past year pull request authors: 158
Past year average comments per issue: 1.0
Past year average comments per pull request: 0.65
Past year merged pull request: 667
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- abile01 (74)
- xiao-liya (23)
- mces89 (19)
- ccp123456789 (19)
- RyanOvO (19)
- cove1011 (18)
- 1737686924 (18)
- caoyaru123 (18)
- listwebit (17)
- camposs1979 (17)
- XuanRen4470 (17)
- MonkeyTB (15)
- cat-knight (15)
- missTL (15)
- czhcc (15)
Top Pull Request Authors
- hiyouga (490)
- Kuangdd01 (70)
- codemayq (36)
- BUAADreamer (32)
- marko1616 (21)
- erictang000 (18)
- Zeyi-Lin (13)
- hzhaoy (12)
- MengqingCao (10)
- Remorax (10)
- yzoaim (8)
- jilongW (8)
- AlongWY (7)
- tianshijing (7)
- LDLINGLINGLING (6)
Top Issue Labels
- solved (1,983)
- pending (1,713)
- bug (1,112)
- wontfix (603)
- enhancement (164)
- duplicate (160)
- invalid (115)
- npu (56)
- good first issue (12)
- help wanted (1)
Top Pull Request Labels
- solved (551)
- pending (117)
- wontfix (71)
- invalid (16)
- duplicate (14)
- npu (2)
- enhancement (1)
- good first issue (1)
Package metadata
- Total packages: 6
-
Total downloads:
- pypi: 7,874 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 1 (may contain duplicates)
- Total versions: 114
- Total maintainers: 3
- Total advisories: 4
proxy.golang.org: github.com/hiyouga/LLaMA-Factory
- Homepage:
- Documentation: https://pkg.go.dev/github.com/hiyouga/LLaMA-Factory#section-documentation
- Licenses: apache-2.0
- Latest release: v0.9.3 (published 8 months ago)
- Last Synced: 2025-10-30T02:14:33.138Z (3 months ago)
- Versions: 34
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.528%
- Average: 6.747%
- Dependent repos count: 6.966%
proxy.golang.org: github.com/hiyouga/llama-factory
- Homepage:
- Documentation: https://pkg.go.dev/github.com/hiyouga/llama-factory#section-documentation
- Licenses: apache-2.0
- Latest release: v0.9.3 (published 8 months ago)
- Last Synced: 2025-10-30T02:15:23.361Z (3 months ago)
- Versions: 34
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.528%
- Average: 6.747%
- Dependent repos count: 6.966%
pypi.org: llmtuner
Easy-to-use LLM fine-tuning framework
- Homepage: https://github.com/hiyouga/LLaMA-Factory
- Documentation: https://llmtuner.readthedocs.io/
- Licenses: Apache 2.0 License
- Latest release: 0.7.1 (published over 1 year ago)
- Last Synced: 2025-10-30T02:14:25.481Z (3 months ago)
- Versions: 30
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 280 Last month
-
Rankings:
- Stargazers count: 0.331%
- Forks count: 1.206%
- Downloads: 7.646%
- Average: 8.17%
- Dependent packages count: 10.141%
- Dependent repos count: 21.526%
- Maintainers (1)
pypi.org: llamafactory-songlab
Easy-to-use LLM fine-tuning framework
- Homepage: https://github.com/hiyouga/LLaMA-Factory
- Documentation: https://llamafactory-songlab.readthedocs.io/
- Licenses: Apache 2.0 License
- Latest release: 0.9.1.dev0 (published about 1 year ago)
- Last Synced: 2025-10-30T02:15:07.286Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 7 Last month
-
Rankings:
- Dependent packages count: 10.056%
- Average: 33.327%
- Dependent repos count: 56.598%
- Maintainers (1)
pypi.org: lazyllm-llamafactory
Easy-to-use LLM fine-tuning framework
- Homepage: https://github.com/hiyouga/LLaMA-Factory
- Documentation: https://lazyllm-llamafactory.readthedocs.io/
- Licenses: Apache 2.0 License
- Latest release: 0.8.3 (published over 1 year ago)
- Last Synced: 2025-10-30T02:14:48.421Z (3 months ago)
- Versions: 6
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 158 Last month
-
Rankings:
- Dependent packages count: 10.423%
- Average: 34.546%
- Dependent repos count: 58.67%
- Maintainers (1)
pypi.org: llamafactory
Unified Efficient Fine-Tuning of 100+ LLMs
- Homepage: https://github.com/hiyouga/LLaMA-Factory
- Documentation: https://llamafactory.readthedocs.io/
- Licenses: Apache 2.0 License
- Latest release: 0.9.3 (published 8 months ago)
- Last Synced: 2025-10-30T02:14:07.593Z (3 months ago)
- Versions: 9
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 7,429 Last month
-
Rankings:
- Dependent packages count: 10.972%
- Average: 36.376%
- Dependent repos count: 61.78%
- Maintainers (1)
- Advisories:
Dependencies
- accelerate >=0.21.0
- datasets >=2.12.0
- fastapi ==0.95.1
- gradio >=3.36.0
- jieba *
- matplotlib *
- nltk *
- peft >=0.4.0
- protobuf *
- pydantic ==1.10.11
- rouge-chinese *
- scipy *
- sentencepiece *
- sse-starlette *
- tiktoken *
- torch >=1.13.1
- transformers >=4.30.0
- trl >=0.7.1
- uvicorn *