srush / LLM-Training-Puzzles
What would you do with 1000 H100s...
☆948Updated last year
Alternatives and similar repositories for LLM-Training-Puzzles:
Users that are interested in LLM-Training-Puzzles are comparing it to the libraries listed below
- Puzzles for learning Triton☆1,300Updated last month
- Puzzles for exploring transformers☆331Updated last year
- ☆413Updated 2 months ago
- Minimalistic 4D-parallelism distributed training framework for education purpose☆644Updated this week
- Building blocks for foundation models.☆435Updated last year
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆505Updated 2 months ago
- Annotated version of the Mamba paper☆469Updated 10 months ago
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.☆752Updated this week
- GPU programming related news and material links☆1,312Updated last week
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆534Updated this week
- A bibliography and survey of the papers surrounding o1☆1,042Updated 2 months ago
- For optimization algorithm research and development.☆484Updated this week
- UNet diffusion model in pure CUDA☆596Updated 6 months ago
- ☆267Updated 6 months ago
- Minimalistic large language model 3D-parallelism training☆1,386Updated this week
- Helpful tools and examples for working with flex-attention☆583Updated this week
- A puzzle to learn about prompting☆123Updated last year
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆986Updated 4 months ago
- Flash Attention in ~100 lines of CUDA (forward pass only)☆681Updated 2 weeks ago
- Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors a…☆1,257Updated this week
- Best practices & guides on how to write distributed pytorch training code☆336Updated this week
- 🤖 A PyTorch library of curated Transformer models and their composable components☆873Updated 9 months ago
- Cramming the training of a (BERT-type) language model into limited compute.☆1,307Updated 7 months ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆492Updated 2 months ago
- Tile primitives for speedy kernels☆1,923Updated this week
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆253Updated last year
- LLM papers I'm reading, mostly on inference and model compression☆706Updated last year
- A JAX research toolkit for building, editing, and visualizing neural networks.☆1,714Updated last month
- A repository for research on medium sized language models.☆484Updated this week