GPUs Go Brrr (via) Fascinating, detailed low-level notes on how to get the most out of NVIDIA's H100 GPUs (currently selling for around $40,000 a piece) from the research team at Stanford who created FlashAttention, among other things.
The swizzled memory layouts are flat-out incorrectly documented, which took considerable time for us to figure out.
Recent articles
- Notes on using LLMs for code - 20th September 2024
- Things I've learned serving on the board of the Python Software Foundation - 18th September 2024
- Notes on OpenAI's new o1 chain-of-thought models - 12th September 2024