Sam Foreman

l2hmc-qcd. Application of the L2HMC algorithm to simulations in lattice QCD.

chunkwm. Tiling window manager for MacOS based on plugin architecture

ezpz. Write once, run anywhere; ezpz 🍋

awesome-stars. A curated list of my GitHub stars!

ambivalent. Minimal, beautiful (+ highly-customizable) styles for Matplotlib.

parallel-training-slides. Modern parallelism techniques for training LLMs

personal_site. My personal website

lattice23. Slides for Lattice 2023

diagrams. Repo of various `draw.io` diagrams

worm_algorithm. Worm algorithm implementation for 2D Ising model

mmm. Multi-Modal Modeling

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

saforem2. Profile README

pbs-tui. TUI for PBS Pro Scheduler

wordplay. Playing with words

lattice_gauge_theory. Monte Carlo simulation of Z(N) models in lattice gauge theory.

Notes-Demo. Demo Obsidian Vault

saforem2.github.io. Personal Website (using Quarto)

lqcd-pasc23. Slides for talk @ PASC 23

llm-lunch-talk. LLMs at ALCF

l2hmc-dwq25. Slides for contribution to BNL & RBRC Joint Workshop "DWQ@25"

alcf-mlops. Example repo demonstrating MLOps use cases on ALCF systems

getting-started-on-polaris. Slides for Getting Started on Polaris Talk

slides-template. My Quarto + Reveal.js template for making slides

anl-job-talk. Job Talk

mlops. Python

llm-workshop-talk. Simple tutorial on creating Small(-ish) LLMs (pt. 2 🎉!!)

thesis. PhD Thesis

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

ATPESC-StatisticalLearning. Slides from Statistical Learning Talk @ ATPESC 2022

l2hmc_talk_ect2021. Talk on l2hmc-qcd at ECT 2021

ai-science-training-series. Jupyter Notebook

tensor-networks. O(3) tensor network

physicsSeminar. Talk for physics seminar

large-vision-models. Playing with Large Vision Models and ViTs

yet-another-applied-llm-benchmark. Python

mccl. Collective communications using mpi4py

ttt-lm-jax. Official JAX implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States

aoc24. AOC 24

portfolio. My Portfolio📚

github-stats. Github Stats

oneapi-talk.

Entropy-NeuralMC. A Neural Network MCMC sampler that maximizes Proposal Entropy

dotfiles-old. dotfiles

l2hmc. Modified TensorFlow implementation for training MCMC samplers on Lattice Gauge Theory models from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network

awesome-normalizing-flows. A list of awesome resources on normalizing flows.

LLM-tutorial. Simple tutorial on creating Small(-ish) LLMs

postdoc_symposium2021. Slides for Postdoctoral Research & Career Symposium @ ANL -- 2021

climate-analysis. Climate Analysis project using ClimRR data

rich-logger. Table logger using Rich, aimed at Pytorch Lightning logging

WebLaTex. A complete alternative for Overleaf with VSCode + Web + Git Integration + Grammarly + Live Collaboration Support