jax-ml / scaling-bookLinks
Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs
☆781Updated this week
Alternatives and similar repositories for scaling-book
Users that are interested in scaling-book are comparing it to the libraries listed below
Sorting:
- ☆547Updated last year
- Simple MPI implementation for prototyping or learning☆293Updated 4 months ago
- Building blocks for foundation models.☆585Updated last year
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆459Updated 3 weeks ago
- Open-source framework for the research and development of foundation models.☆673Updated last week
- Best practices & guides on how to write distributed pytorch training code☆553Updated 2 months ago
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆587Updated 4 months ago
- Minimal yet performant LLM examples in pure JAX☆219Updated 3 weeks ago
- KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)☆718Updated last week
- What would you do with 1000 H100s...☆1,133Updated last year
- Dion optimizer algorithm☆409Updated this week
- Small scale distributed training of sequential deep learning models, built on Numpy and MPI.☆153Updated 2 years ago
- PyTorch Single Controller☆932Updated this week
- ☆460Updated last year
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆697Updated this week
- Minimalistic 4D-parallelism distributed training framework for education purpose☆1,928Updated 4 months ago
- ☆286Updated last year
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆687Updated last month
- ☆941Updated last month
- FlexAttention based, minimal vllm-style inference engine for fast Gemma 2 inference.☆327Updated last month
- ☆225Updated last month
- A curated list of resources for learning and exploring Triton, OpenAI's programming language for writing efficient GPU code.☆444Updated 9 months ago
- Implementation of Diffusion Transformer (DiT) in JAX☆299Updated last year
- A Quirky Assortment of CuTe Kernels☆724Updated this week
- ☆178Updated last year
- ☆533Updated 4 months ago
- Puzzles for learning Triton☆2,187Updated last year
- Puzzles for exploring transformers☆380Updated 2 years ago
- Official Problem Sets / Reference Kernels for the GPU MODE Leaderboard!☆177Updated last week
- PyTorch-native post-training at scale☆572Updated last week