New LLM-Quantization LoftQ outperforms QLoRA

New LLM Quantization method called LoftQ (LoRA-Fine-Tuning-aware Quantization) by GeorgiaTech and Microsoft outperforms QLoRA.

Deep dive into the theory of the latest LLM Quantization combined with Low Rank Adaptations (LoRA) of high-precision weight tensors. LoftQ explained in simple terms.

All rights with authors:
https://arxiv.org/pdf/2310.08659.pdf
(please switch the the latest version, in my case v3)

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#quantization
#memory

authors case deep dive explained fine-tuning llm lora low microsoft precision qlora quantization rights simple terms theory