Parameter-free KV cache compression for memory-efficient long-context LLMs(arxiv.org)60 points by PaulHoule 1 year ago | 13 comments
CODA: Rewriting Transformer Blocks as GEMM-Epilogue Programs(arxiv.org)96 points by matt_d 5 months ago | 12 comments
SparseLoCo: Communication-Efficient LLM Training(arxiv.org)11 points by synapz_org 1 year ago | 1 comments
26× Faster Inference with Layer-Condensed KV Cache for Large Language Models(arxiv.org)112 points by georgehill 2 years ago | 16 comments
Can LLMs Beat Classical Hyperparameter Optimization Algorithms?(arxiv.org)95 points by galsapir 4 months ago | 15 comments