Simon Fan

Tensors and Dynamic neural networks in Python with strong GPU acceleration

A PyTorch native platform for training generative AI models

An experimental implementation of compiler-driven automatic sharding of models across a given device mesh.

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

Geolocation-based lost and found app

PyTorch Job Queue — dispatch agents to fix PyTorch issues

A high-throughput and memory-efficient inference and serving engine for LLMs

No description.

TORCH_LOGS parser for PT2

don't just mine crypto, be the miner

NanoGPT (124M) in 3 minutes

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

PyTorch tutorials.

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

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

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

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.

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

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

Generated from deploy script on branch fulltime

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

Slides and code for UWDSC W19's Intro to Reinforcement Learning workshop

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

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

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

Cassini module data for OpenSpace

HackPrinceton Fall 2016

custom assets for custom needs, #333333 color scheme

HackPrinceton Spring 2016

Deploy build for azure

Personality Quiz with long answers