Ecosyste.ms: Summary
An open API service providing a high level summary for open source projects.
awesome-llama: https://github.com/hiyouga/llama-factory
agent ai chatglm fine-tuning gpt instruction-tuning language-model large-language-models llama llama3 llm lora mistral moe peft qlora quantization qwen rlhf transformers
Score: 22.64434515246642
Last synced: about 5 hours ago
JSON representation
Repository metadata:
Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)
- Host: GitHub
- URL: https://github.com/hiyouga/llama-factory
- Owner: hiyouga
- License: apache-2.0
- Created: 2023-05-28T10:09:12.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-09-07T18:26:26.000Z (about 8 hours ago)
- Last Synced: 2024-09-07T21:04:34.926Z (about 6 hours ago)
- Topics: agent, ai, chatglm, fine-tuning, gpt, instruction-tuning, language-model, large-language-models, llama, llama3, llm, lora, mistral, moe, peft, qlora, quantization, qwen, rlhf, transformers
- Language: Python
- Homepage: https://arxiv.org/abs/2403.13372
- Size: 220 MB
- Stars: 30,309
- Watchers: 194
- Forks: 3,739
- Open Issues: 125
-
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
Committers metadata
Last synced: 3 days ago
Total Commits: 1,862
Total Committers: 115
Avg Commits per committer: 16.191
Development Distribution Score (DDS): 0.368
Commits in past year: 1,557
Committers in past year: 102
Avg Commits per committer in past year: 15.265
Development Distribution Score (DDS) in past year: 0.417
Name | Commits | |
---|---|---|
hiyouga | h****a@b****n | 1177 |
hiyouga | 4****8@q****m | 348 |
BUAADreamer | 1****3@q****m | 42 |
codingma | c****a@1****m | 27 |
codemayq | c****a@p****n | 22 |
marko1616 | m****6@o****m | 14 |
xingjun.wang | x****j@a****m | 12 |
hzhaoy | h****g@g****m | 11 |
MengqingCao | c****3@1****m | 11 |
Jonery | q****o@l****n | 9 |
khazic | k****c@g****m | 8 |
yuze.zyz | y****z@a****m | 8 |
mMrBun | 2****7@q****m | 7 |
ancv | a****v@v****n | 5 |
Mark Mueller | m****r@i****h | 5 |
Johann-Peter Hartmann | j****n@m****e | 5 |
Eli Costa | 8****a | 5 |
marko1616 | 4****6 | 5 |
Yuchen Han | 4****p | 4 |
S3Studio | S****S@g****m | 3 |
Tsumugii24 | 2****9@q****m | 3 |
cocktailpeanut | c****s@p****e | 3 |
sliderSun | 2****4@q****m | 3 |
ylfeng | y****g@i****n | 3 |
“Wzw” | 1****2@1****m | 3 |
stephen | s****n@g****m | 3 |
moontidef | 5****i | 3 |
faddddeout | 3****u | 3 |
Marco | 1****g | 3 |
Katehuuh | 1****h | 3 |
and 85 more... |
Issue and Pull Request metadata
Last synced: 4 days ago
Total issues: 700
Total pull requests: 70
Average time to close issues: 4 days
Average time to close pull requests: 3 days
Total issue authors: 369
Total pull request authors: 33
Average comments per issue: 3.3
Average comments per pull request: 0.79
Merged pull request: 33
Bot issues: 0
Bot pull requests: 0
Past year issues: 444
Past year pull requests: 45
Past year average time to close issues: 3 days
Past year average time to close pull requests: 5 days
Past year issue authors: 293
Past year pull request authors: 28
Past year average comments per issue: 2.64
Past year average comments per pull request: 1.02
Past year merged pull request: 16
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- BoFan-tunning (18)
- WangRongsheng (14)
- monkeyshichi (12)
- cat-knight (11)
- RyanOvO (9)
- neverstoplearn (6)
- GXKIM (6)
- bloodhunt3r (6)
- allendred (6)
- dittops (6)
- ahagary (6)
- acbogeh (6)
- Data2Me (6)
- skepsun (6)
- jqtian123 (6)
Top Pull Request Authors
- BUAADreamer (7)
- Jingsong-Yan (6)
- YeQiuO (4)
- marko1616 (4)
- mMrBun (4)
- Uminosachi (4)
- wu-yy (3)
- hiyouga (3)
- liu-zichen (3)
- Zxilly (3)
- eltociear (3)
- shaonianyr (2)
- chenhuiyu (2)
- noiji (2)
- relic-yuexi (2)
Top Issue Labels
- solved (438)
- pending (108)
- wontfix (74)
- invalid (51)
- duplicate (24)
- npu (20)
- good first issue (8)
- enhancement (4)
- bug (1)
Top Pull Request Labels
- solved (16)
- pending (10)
- wontfix (5)
- duplicate (2)
Package metadata
- Total packages: 5
-
Total downloads:
- pypi: 1,948 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 1 (may contain duplicates)
- Total versions: 97
- Total maintainers: 2
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:
- Last Synced: 2024-09-07T21:13:53.162Z (about 5 hours ago)
- Versions: 30
- 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:
- Last Synced: 2024-09-07T21:13:52.710Z (about 5 hours ago)
- Versions: 30
- 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 4 months ago)
- Last Synced: 2024-09-07T21:13:51.065Z (about 5 hours ago)
- Versions: 30
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 815 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: 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:
- Last Synced: 2024-09-07T21:13:51.332Z (about 5 hours ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 287 Last month
-
Rankings:
- Dependent packages count: 10.423%
- Average: 34.546%
- Dependent repos count: 58.67%
- Maintainers (1)
pypi.org: llamafactory
Easy-to-use LLM fine-tuning framework
- Homepage: https://github.com/hiyouga/LLaMA-Factory
- Documentation: https://llamafactory.readthedocs.io/
- Licenses: Apache 2.0 License
- Latest release: 0.7.1 (published 4 months ago)
- Last Synced: 2024-09-07T21:13:51.459Z (about 5 hours ago)
- Versions: 5
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 846 Last month
-
Rankings:
- Dependent packages count: 10.972%
- Average: 36.376%
- Dependent repos count: 61.78%
- Maintainers (1)
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 *