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Alex Birch's Projects

accelerate icon accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

diffusers-play icon diffusers-play

Repository with which to explore k-diffusion and diffusers, and within which changes to said packages may be tested.

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mini-grad icon mini-grad

Learn basics of Neural Net backpropagation by implementing a wee tensor library

ms-amp-fp8 icon ms-amp-fp8

Let's try and run MS-AMP training in fp8 and measure the differences

prm800k-denorm icon prm800k-denorm

Script for processing OpenAI's PRM800K process supervision dataset into an Alpaca-style instruction-response format

qlora icon qlora

Efficient methods for LLMs finetuning and inference.

reactive-game-angular icon reactive-game-angular

:tada: An Angular Starter kit featuring Angular (Router, Http, Forms, Services, Tests, E2E, Dev/Prod, HMR, Async/Lazy Routes, AoT via ngc), Karma, Protractor, Jasmine, Istanbul, TypeScript, TsLint, Codelyzer, Hot Module Replacement, @types, and Webpack

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