Ecosyste.ms: Summary

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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)

Owner metadata:

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 Email 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

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/hiyouga/llama-factory

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

proxy.golang.org: github.com/hiyouga/LLaMA-Factory

proxy.golang.org: github.com/hiyouga/llama-factory

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

pyproject.toml pypi
requirements.txt pypi
  • 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 *
setup.py pypi