meta-pytorch / torchftLinks
Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)
☆446Updated this week
Alternatives and similar repositories for torchft
Users that are interested in torchft are comparing it to the libraries listed below
Sorting:
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆582Updated 3 months ago
- Load compute kernels from the Hub☆326Updated this week
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆585Updated this week
- PyTorch Single Controller☆869Updated this week
- A Quirky Assortment of CuTe Kernels☆651Updated 2 weeks ago
- Scalable and Performant Data Loading☆331Updated last week
- A library to analyze PyTorch traces.☆426Updated this week
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆271Updated last week
- 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.☆216Updated this week
- ☆246Updated this week
- Pipeline Parallelism for PyTorch☆781Updated last year
- This repository contains the experimental PyTorch native float8 training UX☆223Updated last year
- KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA (+ more DSLs)☆655Updated this week
- Applied AI experiments and examples for PyTorch☆302Updated 2 months ago
- Fast low-bit matmul kernels in Triton☆392Updated 2 weeks ago
- ☆317Updated last year
- LLM KV cache compression made easy☆680Updated this week
- PyTorch-native post-training at scale☆509Updated this week
- Where GPUs get cooked 👩🍳🔥☆310Updated last month
- Cataloging released Triton kernels.☆265Updated 2 months ago
- NVIDIA Resiliency Extension is a python package for framework developers and users to implement fault-tolerant features. It improves the …☆232Updated this week
- ☆176Updated last year
- FlexAttention based, minimal vllm-style inference engine for fast Gemma 2 inference.☆302Updated last week
- ☆225Updated 3 weeks ago
- kernels, of the mega variety☆597Updated last month
- Perplexity GPU Kernels☆528Updated this week
- torchcomms: a modern PyTorch communications API☆245Updated this week
- ring-attention experiments☆155Updated last year
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆399Updated last week
- Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs☆683Updated this week