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Kevin Slagle's Projects

degeneracy icon degeneracy

Calculate the degeneracy of a stabilizer Hamiltonian

edm icon edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

hammerspoon icon hammerspoon

Staggeringly powerful macOS desktop automation with Lua

hmatrix icon hmatrix

Linear algebra and numerical computation

htensor icon htensor

Multidimensional arrays and simple tensor computations

llama-recipes icon llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

llama3 icon llama3

The official Meta Llama 3 GitHub site

mc icon mc

classical Monte Carlo with Wolff updates

metamath icon metamath

MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

plots icon plots

A simple matplotlib wrapper

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sbrg icon sbrg

Spectrum Bifurcation RG

spacebyte icon spacebyte

A byte-level decoder architecture that matches the performance of tokenized Transformers.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

xy icon xy

webgl simulation of the XY model

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