An open API service for producing an overview of a list of open source projects.

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: 16.817962851520903

Last synced: about 23 hours ago
JSON representation

Repository metadata:

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)


Owner metadata:


GitHub Events

Total
Last Year

Committers metadata

Last synced: 5 days ago

Total Commits: 2,685
Total Committers: 277
Avg Commits per committer: 9.693
Development Distribution Score (DDS): 0.296

Commits in past year: 367
Committers in past year: 92
Avg Commits per committer in past year: 3.989
Development Distribution Score (DDS) in past year: 0.681

Name Email Commits
hiyouga h****a@b****n 1889
BUAADreamer 1****3@q****m 96
Kingsley k****w@g****m 81
codingma c****a@1****m 35
浮梦 4****s 30
marko1616 m****6@o****m 24
jiaqiw09 6****9 17
Hertz 2****0@q****m 15
ZeYi Lin 9****7@q****m 15
MengqingCao c****3@1****m 11
hzhaoy h****g@g****m 11
Xunpeng Xiao 1****y 10
Jonery q****o@l****n 9
xvxuopop 1****p 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
sunyi0505 1****2@q****m 6
Peilin Li J****i@g****m 6
Copilot 1****t 5
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
and 247 more...

Issue and Pull Request metadata

Last synced: 6 days ago

Total issues: 8
Total pull requests: 16
Average time to close issues: about 1 hour
Average time to close pull requests: 6 days
Total issue authors: 7
Total pull request authors: 11
Average comments per issue: 1.25
Average comments per pull request: 0.56
Merged pull request: 6
Bot issues: 0
Bot pull requests: 0

Past year issues: 8
Past year pull requests: 16
Past year average time to close issues: about 1 hour
Past year average time to close pull requests: 6 days
Past year issue authors: 7
Past year pull request authors: 11
Past year average comments per issue: 1.25
Past year average comments per pull request: 0.56
Past year merged pull request: 6
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

  • zkhaxd (2)
  • dagou (1)
  • RuidongW (1)
  • ibmxiang (1)
  • paulplay-pm (1)
  • YouCanLX (1)
  • Nightwing-77 (1)

Top Pull Request Authors

  • frozenleaves (3)
  • jiaqiw09 (3)
  • luca-888 (2)
  • A1waysBeenHere (1)
  • YouCanLX (1)
  • XuanyuChen-SEU (1)
  • Ricardo-M-L (1)
  • tsjyma (1)
  • zhangnju (1)
  • poryfly (1)
  • xvxuopop (1)

Top Issue Labels

  • pending (8)
  • bug (6)
  • enhancement (2)

Top Pull Request Labels

  • solved (6)
  • pending (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