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Simon Fan's Projects

buck icon buck

A fast build system that encourages the creation of small, reusable modules over a variety of platforms and languages.

fbgemm icon fbgemm

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

jamba icon jamba

PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"

lit-llama icon lit-llama

Simple (fast) transformer inference in PyTorch with torch.compile + lit-llama code

llama_index icon llama_index

LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.

movie-recommender icon movie-recommender

Proof of concept exploring recommendation systems best practices using the MovieLens dataset

neural-net-experiment icon neural-net-experiment

Proof of concept exploring best practices when it comes to building neural nets for various situations

pca-faces-denoising icon pca-faces-denoising

Proof of concept using Principal Component Analysis to denoise images, concept to be extended to encryption through data loss manipulation

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

reverse-karaoke icon reverse-karaoke

Some people are too shy to sing lyrics, so I made this to let them sing the instrumental

test-infra icon test-infra

This repository hosts code that supports the testing infrastructure for the main PyTorch repo. For example, this repo hosts the logic to track disabled tests and slow tests, as well as our continuation integration jobs HUD/dashboard.

xformers icon xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

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