Projects in Awesome Lists by saforem2
A curated list of projects in awesome lists by saforem2 .
https://github.com/saforem2/l2hmc-qcd
Application of the L2HMC algorithm to simulations in lattice QCD.
deep-learning deepspeed gauge-theory hamiltonian-monte-carlo hmc horovod hydra lattice lattice-qcd machine-learning mcmc monte-carlo pytorch tensorflow
Last synced: 21 Aug 2025
https://github.com/saforem2/chunkwm
Tiling window manager for MacOS based on plugin architecture
Last synced: 15 Jun 2025
https://github.com/saforem2/ezpz
Train across all your devices, ezpz 🍋
deepspeed distributed-training launcher machine-learning mpi mpi4py parallelism python pytorch rich slurm
Last synced: 27 Dec 2025
https://github.com/saforem2/ambivalent
Minimal, beautiful (+ highly-customizable) styles for Matplotlib.
Last synced: 30 Apr 2025
https://github.com/saforem2/parallel-training-slides
Modern parallelism techniques for training LLMs
Last synced: 04 Jan 2026
https://github.com/saforem2/mmm
Multi-Modal Modeling
distributed-training llm multi-modal pytorch
Last synced: 13 Aug 2025
https://github.com/saforem2/worm_algorithm
Worm algorithm implementation for 2D Ising model
ising lattice monte-carlo physics worm-algorithm
Last synced: 30 Apr 2025
https://github.com/saforem2/Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
Last synced: 27 Mar 2025
https://github.com/saforem2/saforem2
Profile README
personal-website profile-readme readme readme-profile widget widgets
Last synced: 05 Jan 2026
https://github.com/saforem2/llm-workshop-talk
Simple tutorial on creating Small(-ish) LLMs (pt. 2 🎉!!)
Last synced: 30 Apr 2025
https://github.com/saforem2/l2hmc-dwq25
Slides for contribution to BNL & RBRC Joint Workshop "DWQ@25"
Last synced: 20 Oct 2025
https://github.com/saforem2/slides-template
My Quarto + Reveal.js template for making slides
Last synced: 30 Apr 2025
https://github.com/saforem2/l2hmc_talk_ect2021
Talk on l2hmc-qcd at ECT 2021
Last synced: 04 Jan 2026
https://github.com/saforem2/getting-started-on-polaris
Slides for Getting Started on Polaris Talk
Last synced: 23 Mar 2025
https://github.com/saforem2/lattice_gauge_theory
Monte Carlo simulation of Z(N) models in lattice gauge theory.
Last synced: 23 Oct 2025
https://github.com/saforem2/alcf-mlops
Example repo demonstrating MLOps use cases on ALCF systems
Last synced: 23 Mar 2025
https://github.com/saforem2/atpesc-statisticallearning
Slides from Statistical Learning Talk @ ATPESC 2022
Last synced: 04 Jan 2026
https://github.com/saforem2/saforem2.github.io
Personal Website (using Quarto)
Last synced: 23 Mar 2025
https://github.com/saforem2/postdoc_symposium2021
Slides for Postdoctoral Research & Career Symposium @ ANL -- 2021
Last synced: 24 Oct 2025
https://github.com/saforem2/hparam-management-sdl2022
Accompanying slides for presentation on HyperParameter Management at SDL Workshop 2022
Last synced: 20 Aug 2025
https://github.com/saforem2/self_learning_mc
Self-learning Monte Carlo algorithm for 2D spin model
Last synced: 23 Mar 2025
https://github.com/saforem2/ml4ps-neurips23-template
NeurIPS'23 Paper Submission Template
Last synced: 23 Mar 2025
https://github.com/saforem2/quarto-reveal
Markdown slides using Quarto + reveal.js
Last synced: 23 Mar 2025
https://github.com/saforem2/large-vision-models
Playing with Large Vision Models and ViTs
Last synced: 23 Mar 2025
https://github.com/saforem2/llm-tutorial
Simple tutorial on creating Small(-ish) LLMs
Last synced: 04 Jan 2026
https://github.com/saforem2/climate-analysis
Climate Analysis project using ClimRR data
climate-change climate-data quarto
Last synced: 10 Oct 2025
https://github.com/saforem2/distributed-training-slides
Slides for CPW on Distributed Training Techniques
Last synced: 07 Oct 2025
https://github.com/saforem2/ising_cpp
Monte Carlo simulation of 2D Ising Model in C++
Last synced: 09 Oct 2025
https://github.com/saforem2/advent_of_code
Personal solutions to advent of code 2020
Last synced: 09 Oct 2025
https://github.com/saforem2/orch
🎶 Orchestrator: Your devices, your symphony.
Last synced: 15 Oct 2025
https://github.com/saforem2/samforeman.dev
Personal Website (development version)
Last synced: 14 Jun 2025
https://github.com/saforem2/glitz
🎨 glitz: A vibrant theme for Neovim
astronvim lua lush neovim neovim-theme
Last synced: 29 Jun 2025
https://github.com/saforem2/toolbox
Collection of convenient utilities I use frequently
Last synced: 23 Mar 2025
https://github.com/saforem2/skills-communicate-using-markdown
My clone repository
Last synced: 23 Mar 2025
https://github.com/saforem2/talk-template
Contains a default template for creating Reveal.js presentations
Last synced: 23 Mar 2025
https://github.com/saforem2/quarto-site-template
Quarto website template with custom theme + templates, etc
Last synced: 23 Mar 2025
https://github.com/saforem2/mpd_genius_lyrics_py
Simple python app to fetch lyrics from genius.com
Last synced: 18 Aug 2025
https://github.com/saforem2/machine_learning
Machine learning models implemented by hand.
Last synced: 23 Mar 2025
https://github.com/saforem2/quantum_computing
Simple quantum computing models using Rigetti's quil
Last synced: 23 Mar 2025
https://github.com/saforem2/lattice23-proceedings
Proceedings for Lattice 23
Last synced: 21 Jun 2025
https://github.com/saforem2/scaling4science
Scaling LLMs for Science and Ongoing Collaborations
Last synced: 23 Mar 2025
https://github.com/saforem2/hmc4qcd
Hamiltonian Monte Carlo for Lattice QCD
Last synced: 23 Mar 2025
https://github.com/saforem2/deep-fridays
Talk @ U. Bologna "Deep Fridays" seminar (c/o Andrea Asperti)
Last synced: 25 Jun 2025
https://github.com/saforem2/l2hmc-qcd-lattice2021
Writeup of `l2hmc-qcd` for the Lattice 2021 Proceedings
Last synced: 05 Jan 2026
https://github.com/saforem2/mnist_cheap
Simple neural network for classifying MNIST data
Last synced: 23 Mar 2025