An experimental implementation of compiler-driven automatic sharding of models across a given device mesh.
☆97Aug 16, 2026Updated 2 weeks ago
Alternatives and similar repositories for autoparallel
Users that are interested in autoparallel are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This module defines a type system for distributed training code, based off of JAX's sharding in types, but adapted for the PyTorch ecosys…☆36Updated this week
- torch_remat fine-grained activation checkpointing API☆16Aug 19, 2026Updated last week
- TORCH_TRACE parser for PT2☆94May 11, 2026Updated 3 months ago
- torchcomms: a modern PyTorch communications API☆390Updated this week
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆535Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch Single Controller☆1,071Updated this week
- A storage solution for PyTorch tensors with distributed tensor support.☆84Aug 20, 2026Updated last week
- MLIR-based partitioning system☆207Updated this week
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆930Updated this week
- Triton-based Symmetric Memory operators and examples☆110May 15, 2026Updated 3 months ago
- MSLK (Meta Superintelligence Labs Kernels) is a collection of PyTorch GPU operator libraries that are designed and optimized for GenAI tr…☆149Updated this week
- Distributed Compiler and Optimized Parallel Kernels☆1,529Aug 12, 2026Updated 2 weeks ago
- Compact and Agent-Native MoE Training System☆345Aug 22, 2026Updated last week
- An early research stage expert-parallel load balancer for MoE models based on linear programming.☆530Nov 19, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,355Aug 28, 2025Updated last year
- mKernel: fast multi-node, multi-GPU fused kernels☆270Updated this week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆426Updated this week
- ☆190Jun 16, 2024Updated 2 years ago
- a size profiler for cuda binary☆71Jan 15, 2026Updated 7 months ago
- JAX support for tvm-ffi abi☆26May 14, 2026Updated 3 months ago
- Accelerating MoE with IO and Tile-aware Optimizations☆752Updated this week
- ☆51Jul 27, 2026Updated last month
- Ship correct and fast LLM kernels to PyTorch☆154Jan 14, 2026Updated 7 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆165Aug 19, 2026Updated last week
- A Quirky Assortment of CuTe Kernels☆1,133Aug 21, 2026Updated last week
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆366Updated this week
- Interactive version of the CuTe layout paper☆57Apr 14, 2026Updated 4 months ago
- Fast Polar Decomposition for Muon☆175Jul 2, 2026Updated last month
- ☆172Dec 27, 2024Updated last year
- extensible collectives library in triton☆97Mar 31, 2025Updated last year
- ☆23Jun 12, 2025Updated last year
- NVIDIA NVSHMEM is a parallel programming interface for NVIDIA GPUs based on OpenSHMEM. NVSHMEM can significantly reduce multi-process com…☆578Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆60Updated this week
- depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.☆815Oct 13, 2025Updated 10 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆192Apr 8, 2026Updated 4 months ago
- TensorRight: Automated Verification of Tensor Graph Rewrites☆25Nov 9, 2025Updated 9 months ago
- Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs☆1,038Mar 3, 2026Updated 5 months ago
- A NCCL extension library, designed to efficiently offload GPU memory allocated by the NCCL communication library.☆116Dec 17, 2025Updated 8 months ago
- Github mirror of trition-lang/triton repo.☆193Updated this week