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finetuning-harness

Simple pipeline and library for finetuning HuggingFace LLMs

https://github.com/cassanof/finetuning-harness

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic links in README
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (0.6%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

Simple pipeline and library for finetuning HuggingFace LLMs

Basic Info
  • Host: GitHub
  • Owner: cassanof
  • License: mit
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 2.53 MB
Statistics
  • Stars: 18
  • Watchers: 1
  • Forks: 3
  • Open Issues: 0
  • Releases: 0
Created about 3 years ago · Last pushed about 2 years ago
Metadata Files
Readme License Citation

Owner

  • Name: Federico Cassano
  • Login: cassanof
  • Kind: user
  • Location: Boston, MA
  • Company: @GammaTauAI, @nuprl, and @nuccdc

programming language sommelier

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 271
  • Total Committers: 2
  • Avg Commits per committer: 135.5
  • Development Distribution Score (DDS): 0.011
Past Year
  • Commits: 3
  • Committers: 1
  • Avg Commits per committer: 3.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
cassanof f****o@f****s 268
cassanof f****o@s****m 3
Committer Domains (Top 20 + Academic)
scale.com: 1 federico.codes: 1

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Dependencies

requirements.txt pypi
  • accelerate *
  • bitsandbytes *
  • datasets *
  • deepspeed *
  • huggingface-hub *
  • peft *
  • torch *
  • transformers *
  • wandb *