nanochat: Full-Stack ChatGPT Implementation for $100
By
huseyinkeles
An everything bagel for the brain. Substantive, layered, well-seasoned.
Summary
nanochat is a full-stack implementation of a ChatGPT-like LLM in a single, minimal codebase designed to run on a single 8XH100 node. The project includes complete pipeline implementation from tokenization to web serving, allowing users to create and interact with their own LLM similar to ChatGPT. It's positioned as the capstone project for the LLM101n course by Eureka Labs and is described as 'the best ChatGPT that $100 can buy'.
Key quotes
· 4 pulledThe best ChatGPT that $100 can buy.
This repo is a full-stack implementation of an LLM like ChatGPT in a single, clean, minimal, hackable, dependency-lite codebase.
nanochat is designed to run on a single 8XH100 node via scripts like speedrun.sh, that run the entire pipeline start to end.
nanochat will become the capstone project of the course LLM101n being developed by Eureka Labs.
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