meta-pytorch / monarchLinks
PyTorch Single Controller
☆928Updated this week
Alternatives and similar repositories for monarch
Users that are interested in monarch are comparing it to the libraries listed below
Sorting:
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆456Updated 2 weeks ago
- Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs☆760Updated this week
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆679Updated last week
- PyTorch-native post-training at scale☆566Updated this week
- torchcomms: a modern PyTorch communications API☆309Updated this week
- Where GPUs get cooked 👩🍳🔥☆335Updated 3 months ago
- A library to analyze PyTorch traces.☆448Updated last month
- LLM KV cache compression made easy☆717Updated this week
- Dion optimizer algorithm☆404Updated this week
- kernels, of the mega variety☆631Updated 2 months ago
- ☆937Updated last month
- Helpful kernel tutorials and examples for tile-based GPU programming☆412Updated last week
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆585Updated 4 months ago
- KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA (+ more DSLs)☆708Updated this week
- A Quirky Assortment of CuTe Kernels☆687Updated last week
- ☆1,087Updated this week
- Scalable and Performant Data Loading☆352Updated this week
- FlexAttention based, minimal vllm-style inference engine for fast Gemma 2 inference.☆321Updated last month
- Load compute kernels from the Hub☆347Updated this week
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆271Updated 3 weeks ago
- ☆547Updated last year
- Perplexity GPU Kernels☆539Updated last month
- 👷 Build compute kernels☆193Updated this week
- ☆225Updated 3 weeks ago
- Perplexity open source garden for inference technology☆306Updated last week
- Tilus is a tile-level kernel programming language with explicit control over shared memory and registers.☆427Updated this week
- JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs wel…☆393Updated 6 months ago
- Simple MPI implementation for prototyping or learning☆292Updated 4 months ago
- Best practices & guides on how to write distributed pytorch training code☆552Updated last month
- ☆610Updated this week