Lightning-AI / lightning-thunderLinks
PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily write your own.
☆1,405Updated this week
Alternatives and similar repositories for lightning-thunder
Users that are interested in lightning-thunder are comparing it to the libraries listed below
Sorting:
- PyTorch native quantization and sparsity for training and inference☆2,309Updated this week
- Transform datasets at scale. Optimize datasets for fast AI model training.☆536Updated this week
- A PyTorch native platform for training generative AI models☆4,372Updated this week
- Minimalistic 4D-parallelism distributed training framework for education purpose☆1,715Updated 2 weeks ago
- Minimalistic large language model 3D-parallelism training☆2,180Updated last week
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆575Updated 3 weeks ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆879Updated this week
- UNet diffusion model in pure CUDA☆651Updated last year
- A modern model graph visualizer and debugger☆1,309Updated this week
- Puzzles for learning Triton☆1,978Updated 9 months ago
- A pytorch quantization backend for optimum☆985Updated 2 weeks ago
- Tile primitives for speedy kernels☆2,672Updated this week
- TensorDict is a pytorch dedicated tensor container.☆966Updated this week
- Best practices & guides on how to write distributed pytorch training code☆474Updated 6 months ago
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.☆814Updated last month
- Schedule-Free Optimization in PyTorch☆2,203Updated 3 months ago
- ☆1,000Updated 7 months ago
- For optimization algorithm research and development.☆534Updated this week
- Training LLMs with QLoRA + FSDP☆1,527Updated 10 months ago
- A simple, performant and scalable Jax LLM!☆1,896Updated this week
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆908Updated 4 months ago
- GPU programming related news and material links☆1,678Updated 8 months ago
- Helpful tools and examples for working with flex-attention☆961Updated 2 weeks ago
- A JAX research toolkit for building, editing, and visualizing neural networks.☆1,813Updated 2 months ago
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,583Updated last year
- NanoGPT (124M) in 3 minutes☆3,091Updated last month
- What would you do with 1000 H100s...☆1,095Updated last year
- The Autograd Engine☆628Updated 11 months ago
- Scalable data pre processing and curation toolkit for LLMs☆1,133Updated this week
- Scalable and Performant Data Loading☆296Updated this week