SplitQuantV2: Enhancing Low-Bit Quantization of LLMs Without GPUs(arxiv.org)25 points by PaulHoule 1 year ago | 5 comments
QLoRA: Efficient Finetuning of Quantized LLMs(arxiv.org)270 points by Garcia98 3 years ago | 90 comments
Large Language Models as Optimizers. +50% on Big Bench Hard(arxiv.org)89 points by og_kalu 3 years ago | 32 comments
Accessing Math Solutions via Monte Carlo Self-Refine with LLaMa-3 8B(arxiv.org)77 points by belter 2 years ago | 7 comments
Efficient LLM inference solution on Intel GPU(arxiv.org)87 points by PaulHoule 2 years ago | 20 comments
Inferring the Phylogeny of Large Language Models(arxiv.org)62 points by weinzierl 1 year ago | 5 comments