Accelerated AI Inference via Dynamic Execution Methods(arxiv.org)60 points by PaulHoule 1 year ago | 2 comments
Matrix-vector multiplication implemented in off-the-shelf DRAM for Low-Bit LLMs(arxiv.org)193 points by cpldcpu 1 year ago | 46 comments
MegaTrain: Full Precision Training of 100B+ Parameter LLMs on a Single GPU(arxiv.org)313 points by chrsw 6 months ago | 55 comments
Every Flop Counts: Scaling a 300B LLM Without Premium GPUs(arxiv.org)100 points by bretpiatt 1 year ago | 4 comments
QLoRA: Efficient Finetuning of Quantized LLMs(arxiv.org)270 points by Garcia98 3 years ago | 90 comments