GPT4All is an open-source software ecosystem that allows anyone to train and deploy powerful and customized large language models on everyday hardware. This talk will:
- Give a brief history of large language models
- Discuss the software stack required to make multi-billion parameter Transformer neural networks run on consumer grade CPUs
- Deep dive into the basic ingredients it takes build and deploy local large language models
- Give some broad level discussion around what it will take to have open source LLMs be as powerful as GPT4
Andriy is the founder and CTO of Nomic AI - a venture backed start-up that is on a mission to democratize access to powerful artificial intelligence. Prior to Nomic, Andriy was an early engineer at RadAI where he trained multi-billion parameter LLMs to assist radiologists and a Ph.D. student at NYU's Courant Institute for Mathematical Sciences. He cares about making AI systems and the data they are trained on more accessible to everyone.