Implementing a ChatGPT-like LLM from scratch, step by step(github.com)

600 points by rasbt 2 years ago | 83 comments

GitHub repository by Sebastian Raschka with code for building a ChatGPT-like LLM from scratch in PyTorch, accompanying a Manning book.

Show HN: GitHub – I tried to build AWS S3 from scratch(github.com)

13 points by johnsmith2076 2 years ago | 2 comments

Llama 3 implemented in pure NumPy(docs.likejazz.com)

404 points by orixilus 2 years ago | 48 comments

GitHub repository llama3.np, a pure NumPy implementation of the Llama 3 language model for inference.

Show HN: LlamaGym – fine-tune LLM agents with online reinforcement learning(github.com)

216 points by KhoomeiK 2 years ago | 25 comments

JesseSort: A novel sorting algorithm that is faster than Python's default sort.(github.com)

70 points by amichail 1 year ago | 41 comments

Implementation of mixture of experts language model in a single file of PyTorch(github.com)

81 points by avisoori1x 2 years ago | 7 comments

Llama 3 implemented in pure NumPy(docs.likejazz.com)

404 points by orixilus 2 years ago | 48 comments

GitHub repository llama3.np, a pure NumPy implementation of the Llama 3 language model for inference.

Llamafile lets you distribute and run LLMs with a single file(github.com)

972 points by tfinch 2 years ago | 253 comments

GitHub repository for Mozilla-Ocho's llamafile, a tool to distribute and run large language models as a single executable file.

Run Llama 13B with a 6GB graphics card(gist.github.com)

564 points by rain1 3 years ago | 233 comments

A GitHub Gist with instructions for running Meta's Llama 13B model on a 6GB GPU using llama.cpp's CUDA/cuBLAS layer offloading.

Llama2.c: Inference llama 2 in one file of pure C(github.com)

659 points by anjneymidha 3 years ago | 158 comments

GitHub repository by Andrej Karpathy for llama2.c, a minimal implementation for running Llama 2 model inference in a single file of pure C.

Show HN: Llama 3.2 Interpretability with Sparse Autoencoders(github.com)

542 points by PaulPauls 1 year ago | 80 comments

GitHub repository with an end-to-end PyTorch pipeline for LLM interpretability using sparse autoencoders on Llama 3.2, replicating Anthropic/OpenAI/DeepMind research.

Talk-Llama(github.com)

428 points by plurby 3 years ago | 126 comments

GitHub directory for talk-llama, a whisper.cpp example that lets you talk to a LLaMA model locally using speech recognition and text-to-speech.