awaelchli's Stars
opentofu/manifesto
The OpenTF Manifesto expresses concern over HashiCorp's switch of the Terraform license from open-source to the Business Source License (BSL) and calls for the tool's return to a truly open-source license.
Lightning-AI/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
pyg-team/pytorch_geometric
Graph Neural Network Library for PyTorch
motion-canvas/motion-canvas
Visualize Your Ideas With Code
databrickslabs/dolly
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
stas00/ml-engineering
Machine Learning Engineering Open Book
Lightning-AI/litgpt
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
jzhang38/TinyLlama
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
voxel51/fiftyone
The open-source tool for building high-quality datasets and computer vision models
Lightning-AI/lit-llama
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
mosaicml/composer
Supercharge Your Model Training
rentruewang/koila
Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
pingcap/ossinsight
Analysis, Comparison, Trends, Rankings of Open Source Software, you can also get insight from more than 7 billion with natural language (powered by OpenAI). Follow us on Twitter: https://twitter.com/ossinsight
facebookresearch/schedule_free
Schedule-Free Optimization in PyTorch
Lightning-AI/lightning-thunder
Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.
mosaicml/streaming
A Data Streaming Library for Efficient Neural Network Training
aharley/pips
Particle Video Revisited
luca-medeiros/lightning-sam
Fine-tune Segment-Anything Model with Lightning Fabric.
omni-us/jsonargparse
Implement minimal boilerplate CLIs derived from type hints and parse from command line, config files and environment variables
allenai/fm-cheatsheet
Website for hosting the Open Foundation Models Cheat Sheet.
danbider/lightning-pose
Accelerated pose estimation and tracking using semi-supervised convolutional networks.
pytorch/torcheval
A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations.
keeeeenw/MicroLlama
Micro Llama is a small Llama based model with 300M parameters trained from scratch with $500 budget
jxtngx/lightning
hackable boilerplate for PyTorch Lightning driven deep learning research in Lightning AI Studios
speediedan/finetuning-scheduler
A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
gridai/gridai
Placeholder for the opensource Grid AI components
Lightning-Universe/Training-Studio_app
Lightning HPO & Training Studio App
cschell/who-is-alyx
This dataset contains over 110 hours of motion, eye-tracking and physiological data from 71 players of the virtual reality game “Half-Life: Alyx”. Each player played the game on two separate days for about 45 minutes using a HTC Vive Pro.
nmakes/pytorch_boiler
A minimalistic boiler plate code for training pytorch models
timho102003/Background-Aware-CAM-WSOL
[unofficial]Background-aware Classification Activation Map for Weakly Supervised Object Localization