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awesome-llama: https://github.com/michaelnny/QLoRA-LLM

4bit-quantize custom-model fine-tuning llama llm qlora

Score: 2.3978952727983707

Last synced: about 24 hours ago
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Repository metadata:

A simple custom QLoRA implementation for fine-tuning a language model (LLM) with basic tools such as PyTorch and Bitsandbytes, completely decoupled from Hugging Face.


Owner metadata:


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Committers metadata

Last synced: 19 days ago

Total Commits: 12
Total Committers: 1
Avg Commits per committer: 12.0
Development Distribution Score (DDS): 0.0

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
Michael Hu m****y@g****m 12

Issue and Pull Request metadata

Last synced: 25 days ago

Total issues: 1
Total pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Total issue authors: 1
Total pull request authors: 0
Average comments per issue: 2.0
Average comments per pull request: 0
Merged pull request: 0
Bot issues: 0
Bot pull requests: 0

Past year issues: 0
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 0
Past year average comments per issue: 0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/michaelnny/QLoRA-LLM

Top Issue Authors

  • alceballosa (1)

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Dependencies

datasets/alpaca/meta.json cpan
datasets/commonsense_dialogues/meta.json cpan
datasets/dolly/meta.json cpan
datasets/squad/meta.json cpan
pyproject.toml pypi
requirements.txt pypi
  • bitsandbytes ==0.41.3
  • numpy *
  • sentencepiece *
  • tensorboard *
  • torch >=2.0.0
  • torch_tb_profiler *
  • tqdm *