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LoRA, QLoRA and DoRA #38

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shenxiangzhuang opened this issue Mar 18, 2024 · 0 comments

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shenxiangzhuang commented Mar 18, 2024 •

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Papers
- LORA: LOW-RANK ADAPTATION OF LARGE LANGUAGE MODELS
- QLORA: Efficient Finetuning of Quantized LLMs
  - Quantization + LoRA = QLoRA
- DoRA: Weight-Decomposed Low-Rank Adaptation
Blogs
Tools
- https://github.com/huggingface/peft
Math
- https://web.stanford.edu/class/cs168/l/l9.pdf

shenxiangzhuang self-assigned this

shenxiangzhuang changed the title ~~LoRA~~ LoRA & QLoRA

shenxiangzhuang changed the title ~~LoRA & QLoRA~~ LoRA, QLoRA and DoRA

shenxiangzhuang transferred this issue from another repository

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