srush / LLM-Training-PuzzlesLinks
What would you do with 1000 H100s...
☆1,143Updated 2 years ago
Alternatives and similar repositories for LLM-Training-Puzzles
Users that are interested in LLM-Training-Puzzles are comparing it to the libraries listed below
Sorting:
- Puzzles for exploring transformers☆382Updated 2 years ago
- Puzzles for learning Triton☆2,222Updated last year
- Building blocks for foundation models.☆590Updated 2 years ago
- ☆463Updated last year
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.☆829Updated 5 months ago
- ☆551Updated last year
- Best practices & guides on how to write distributed pytorch training code☆564Updated 2 months ago
- Annotated version of the Mamba paper☆494Updated last year
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆592Updated 5 months ago
- GPU programming related news and material links☆1,906Updated 3 months ago
- Minimalistic 4D-parallelism distributed training framework for education purpose☆1,947Updated 4 months ago
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆690Updated this week
- A bibliography and survey of the papers surrounding o1☆1,214Updated last year
- Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs☆807Updated this week
- An ML Systems Onboarding list☆967Updated 11 months ago
- LLM papers I'm reading, mostly on inference and model compression☆750Updated 2 years ago
- Minimalistic large language model 3D-parallelism training☆2,411Updated last month
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆549Updated 8 months ago
- Everything you want to know about Google Cloud TPU☆555Updated last year
- Helpful tools and examples for working with flex-attention☆1,108Updated this week
- A repository for research on medium sized language models.☆524Updated 7 months ago
- ☆405Updated last year
- Large Context Attention☆762Updated 3 months ago
- Open-source framework for the research and development of foundation models.☆707Updated this week
- ☆178Updated last year
- Pipeline Parallelism for PyTorch☆783Updated last year
- The Art of Debugging Open Book☆1,231Updated 3 weeks ago
- For optimization algorithm research and development.☆556Updated 3 weeks ago
- Cramming the training of a (BERT-type) language model into limited compute.☆1,361Updated last year
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,044Updated last year