ben-albrecht

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

PowerToys

Windows system utilities to maximize productivity

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

gatsby

The best React-based framework with performance, scalability and security built in.

tailscale

The easiest, most secure way to use WireGuard and 2FA.

memray

Memray is a memory profiler for Python

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

AITemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

zenml

ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

geogram

a programming library with geometric algorithms

awesome-jax

JAX - A curated list of resources https://github.com/google/jax

inference

Reference implementations of MLPerf™ inference benchmarks

ml_collections

ML Collections is a library of Python Collections designed for ML use cases.

RedisAI

A Redis module for serving tensors and executing deep learning graphs

xmanager

A platform for managing machine learning experiments

ml-compiler-opt

Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.

import-tracker

Python utility for tracking third party dependencies within a library

paxml

Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimentation and parallelization, and has demonstrated industry leading model flop utilization rates.

mlir-hlo

actions-comment-pull-request

GitHub action to comment pull request

pull-request-comment-trigger

A github action for detecting a "trigger" in a pull request description or comment

ml-deployment-k8s-fastapi

This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

PaLM-jax

Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)

mopac

Molecular Orbital PACkage

jupyterlab-slurm

relexi

A scalable reinforcement learning framework for CFD on HPC systems

smartsim-openFOAM

Using OpenFOAM with SmartSim. This example implements a streaming version of the TensorFlowFOAM work

ctrlr.vim

Ex command history reverse-i-search for Vim