The Center for Research on Foundation Models (CRFM) is an interdisciplinary initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI) that makes fundamental advances in the study, development, and deployment of foundation models.
Visit crfm.stanford.edu → On Hacker News Mar 2023 – May 2025
Instruction-following models such as GPT-3.5 (text-davinci-003), ChatGPT, Claude, and Bing Chat have become increasingly powerful. Many users now interact with these models regularly and even use them for work. However, despite their widespread deployment, instruction-following models still have many deficiencies…
We have some very fast AI-generated kernels in pure CUDA-C without using libraries and DSLs such as CUTLASS and Triton. They are performing close to or in some cases even beating the standard expert-optimized production kernels shipped in PyTorch. Some of our highlighted results: