TLDR AI · ENGINEERING & RESOURCES

EFFICIENT TRITON KERNELS FOR LLM TRAINING

github.comGitHub repository

Summary from the TLDR AI newsletter

The Liger Kernel, released surprisingly by LinkedIn, is an efficient set of kernels for language model training. It increases throughput by 20% and decreases memory usage by almost 60% for the popular Llama models. Importantly for practitioners, it only requires 3 lines of code change and integrates with many popular modeling frameworks.