After 6+ months in the making and burning over a year of GPU compute time, we're super excited to finally release the "Ultra-Scale Playbook" Check it out here: https://t.co/dekxY4BQZO A free, open-source, book to learn everything about 5D parallelism, ZeRO, fast CUDA kernels, how and why... See more

Making LLMs run efficiently can feel scary, but scaling isn’t magic, it’s math! We wanted to demystify the “systems view” of LLMs and wrote a little textbook called “How To Scale Your Model” which we’re releasing today. 1/n https://t.co/jnb5kTLD5V

been learning a lot about LLMs etc over the past year, organized some of my favorite explainers into a “textbook-shaped” resource guide wish i’d had this at the start, maybe it can useful to others on a similar journey https://t.co/54gZimsOnO https://t.co/mbiaJzQiu6