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awesome-llama: https://github.com/PKU-Alignment/safe-rlhf

ai-safety alpaca beaver datasets deepspeed gpt large-language-models llama llm llms reinforcement-learning reinforcement-learning-from-human-feedback rlhf safe-reinforcement-learning safe-reinforcement-learning-from-human-feedback safe-rlhf safety transformer transformers vicuna

Score: 8.76280248744611

Last synced: about 12 hours ago
JSON representation

Repository metadata:

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback


Owner metadata:


GitHub Events

Total
Last Year

Committers metadata

Last synced: 8 days ago

Total Commits: 111
Total Committers: 4
Avg Commits per committer: 27.75
Development Distribution Score (DDS): 0.207

Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0

Name Email Commits
Xuehai Pan X****n@p****n 88
Ruiyang Sun r****2@g****m 13
Calico 9****6 9
Jiaming Ji 7****7 1

Issue and Pull Request metadata

Last synced: about 1 month ago

Total issues: 63
Total pull requests: 59
Average time to close issues: 23 days
Average time to close pull requests: 2 days
Total issue authors: 46
Total pull request authors: 6
Average comments per issue: 3.3
Average comments per pull request: 0.08
Merged pull request: 54
Bot issues: 0
Bot pull requests: 3

Past year issues: 2
Past year pull requests: 4
Past year average time to close issues: N/A
Past year average time to close pull requests: 20 minutes
Past year issue authors: 2
Past year pull request authors: 2
Past year average comments per issue: 1.0
Past year average comments per pull request: 0.25
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 3

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/PKU-Alignment/safe-rlhf

Top Issue Authors

  • zhaobinNF (6)
  • liumingzhu6060 (4)
  • jc-ryan (3)
  • Harry-mic (3)
  • Ruibn (2)
  • iamsile (2)
  • pxyWaterMoon (2)
  • feiliya333 (2)
  • nonstopfor (2)
  • Mandy0016 (1)
  • AAAhWei (1)
  • DwarfWarriors (1)
  • skepsun (1)
  • dizzyvn (1)
  • calico-1226 (1)

Top Pull Request Authors

  • XuehaiPan (37)
  • rockmagma02 (10)
  • calico-1226 (7)
  • dependabot[bot] (3)
  • ColdSilence989 (1)
  • zmsn-2077 (1)

Top Issue Labels

  • question (45)
  • bug (11)
  • need information (9)
  • enhancement (9)
  • invalid (4)
  • dependency (3)
  • installation (3)
  • upstream (3)
  • cuda (3)
  • new feature (3)
  • evaluation (3)
  • in progress (2)

Top Pull Request Labels

  • enhancement (35)
  • bug (15)
  • new feature (15)
  • documentation (6)
  • evaluation (4)
  • dependencies (3)
  • github_actions (3)
  • dependency (3)
  • installation (2)
  • upstream (2)
  • cuda (1)

Dependencies

.github/workflows/lint.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
Dockerfile docker
  • nvidia/cuda "${cuda_docker_tag}" build
pyproject.toml pypi
  • accelerate *
  • datasets *
  • deepspeed *
  • matplotlib *
  • numpy *
  • optree *
  • rich *
  • scipy *
  • sentencepiece *
  • tensorboard *
  • tokenizers >= 0.13.3
  • torch >= 1.13
  • tqdm *
  • transformers >= 4.28
  • wandb *
requirements.txt pypi
  • accelerate *
  • datasets *
  • deepspeed *
  • matplotlib *
  • numpy *
  • optree *
  • rich *
  • scipy *
  • sentencepiece *
  • tensorboard *
  • tokenizers >=0.13.3
  • torch >=1.13
  • tqdm *
  • transformers >=4.28
  • wandb *
setup.py pypi