Junu Moon(Fran)'s starred repositories
llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
fromthetensor
From the Tensor to Stable Diffusion, a rough outline for a 9 week course.
build-nanogpt
Video+code lecture on building nanoGPT from scratch
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
torchtitan
A native PyTorch Library for large model training
Tensor-Puzzles
Solve puzzles. Improve your pytorch.
open-korean-instructions
์ธ์ด๋ชจ๋ธ์ ํ์ตํ๊ธฐ ์ํ ๊ณต๊ฐ ํ๊ตญ์ด instruction dataset๋ค์ ๋ชจ์๋์์ต๋๋ค.
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
openinference
Auto-Instrumentation for AI Observability
beyond-jupyter
Software design principles for machine learning applications
promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
TheBigPromptLibrary
A collection of prompts, system prompts and LLM instructions
evolutionary-model-merge
Official repository of Evolutionary Optimization of Model Merging Recipes
anthropic-tokenizer
Approximation of the Claude 3 tokenizer by inspecting generation stream
professional-programming
A collection of learning resources for curious software engineers