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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: 16.912525368512323

Last synced: about 12 hours ago
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Repository metadata:

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


Owner metadata:


GitHub Events

Total
Last Year

Committers metadata

Last synced: 1 day ago

Total Commits: 2,738
Total Committers: 295
Avg Commits per committer: 9.281
Development Distribution Score (DDS): 0.308

Commits in past year: 333
Committers in past year: 93
Avg Commits per committer in past year: 3.581
Development Distribution Score (DDS) in past year: 0.775

Name Email Commits
hiyouga h****a@b****n 1894
BUAADreamer 1****3@q****m 96
Kingsley k****w@g****m 81
codingma c****a@1****m 37
浮梦 4****s 33
marko1616 m****6@o****m 24
jiaqiw09 6****9 22
ZeYi Lin 9****7@q****m 15
Hertz 2****0@q****m 15
xvxuopop 1****p 13
MengqingCao c****3@1****m 11
hzhaoy h****g@g****m 11
Xunpeng Xiao 1****y 10
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
sunyi0505 1****2@q****m 7
mMrBun 2****7@q****m 7
yuze.zyz y****z@a****m 7
Johnny j****3@g****m 6
Peilin Li J****i@g****m 6
Mark Mueller m****r@i****h 5
ancv a****v@v****n 5
shing100 s****0@n****m 5
Copilot 1****t 5
Vivek Iyer v****m@g****m 4
Yuchen Han 4****p 4
huniu20 h****l@g****m 4
and 265 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 60
Total pull requests: 134
Average time to close issues: 13 days
Average time to close pull requests: 7 days
Total issue authors: 54
Total pull request authors: 63
Average comments per issue: 1.17
Average comments per pull request: 0.56
Merged pull request: 47
Bot issues: 0
Bot pull requests: 0

Past year issues: 60
Past year pull requests: 134
Past year average time to close issues: 13 days
Past year average time to close pull requests: 7 days
Past year issue authors: 54
Past year pull request authors: 63
Past year average comments per issue: 1.17
Past year average comments per pull request: 0.56
Past year merged pull request: 47
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

  • lxcxjxhx (4)
  • zkhaxd (2)
  • Shuming19 (2)
  • AaronCaoZJ (2)
  • paulplay-pm (1)
  • kuishou68 (1)
  • YouCanLX (1)
  • Nightwing-77 (1)
  • andru196 (1)
  • comnamu18 (1)
  • xsx7777 (1)
  • greatxsir (1)
  • xjtupy (1)
  • hazelduan (1)
  • cqray1990 (1)

Top Pull Request Authors

  • frozenleaves (21)
  • RerankerGuo (11)
  • jiaqiw09 (9)
  • kmishra1204 (5)
  • xvxuopop (5)
  • chuenchen309 (4)
  • taking-lying-flat (4)
  • luca-888 (3)
  • hiyouga (3)
  • Ricardo-M-L (3)
  • HelloWorldBeginner (3)
  • lxcxjxhx (3)
  • n-dlms (3)
  • wcrzlh (2)
  • shotsan (2)

Top Issue Labels

  • pending (51)
  • bug (40)
  • enhancement (11)
  • npu (5)

Top Pull Request Labels

  • solved (36)
  • pending (1)

Dependencies

pyproject.toml pypi
.github/workflows/docker.yml actions
  • actions/checkout v6 composite
  • docker/build-push-action v6 composite
  • docker/login-action v3 composite
  • docker/setup-buildx-action v3 composite
  • jlumbroso/free-disk-space v1.3.1 composite
.github/workflows/docker_npu.yml actions
  • actions/checkout v6 composite
  • docker/build-push-action v6 composite
  • docker/login-action v3 composite
  • docker/setup-buildx-action v3 composite
  • jlumbroso/free-disk-space v1.3.1 composite
.github/workflows/docs.yml actions
  • actions/checkout v4 composite
  • actions/configure-pages v5 composite
  • actions/deploy-pages v4 composite
  • actions/setup-python v5 composite
  • actions/upload-pages-artifact v3 composite
.github/workflows/label_issue.yml actions
.github/workflows/tests_cuda.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/publish.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
  • pypa/gh-action-pypi-publish release/v1 composite
.github/workflows/tests.yml actions
  • actions/cache v5 composite
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
docs/requirements.txt pypi
  • myst-parser >=2.0.0
  • sphinx >=6.0.0
  • sphinx-rtd-theme >=1.2.0
.github/workflows/tests_npu.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
docker/docker-cuda/Dockerfile docker
  • ${BASE_IMAGE} latest build
docker/docker-cuda/docker-compose.yml docker
docker/docker-npu/Dockerfile docker
  • ${BASE_IMAGE} latest build
docker/docker-rocm/docker-compose.yml docker
docker/docker-npu/docker-compose.yml docker
docker/docker-rocm/Dockerfile docker
  • ${BASE_IMAGE} latest build
requirements/dev.txt pypi
  • build * development
  • pre-commit * development
  • pytest * development
  • ruff * development