CODA: Rewriting Transformer Blocks as GEMM-Epilogue Programs(arxiv.org)96 points by matt_d 5 months ago | 12 comments
Self-Taught Optimizer (Stop): Recursively Self-Improving Code Generation(arxiv.org)39 points by birriel 3 years ago | 8 comments
SplitQuantV2: Enhancing Low-Bit Quantization of LLMs Without GPUs(arxiv.org)25 points by PaulHoule 1 year ago | 5 comments
Large Language Models as Optimizers. +50% on Big Bench Hard(arxiv.org)89 points by og_kalu 3 years ago | 32 comments
Sophia: Scalable Stochastic 2nd-Order Optimizer for Language Model Pre-Training(arxiv.org)49 points by tosh 2 years ago | 2 comments
AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs(arxiv.org)41 points by PaulHoule 1 year ago | 0 comments