pytorch / PiPPyLinks
Pipeline Parallelism for PyTorch
☆769Updated 10 months ago
Alternatives and similar repositories for PiPPy
Users that are interested in PiPPy are comparing it to the libraries listed below
Sorting:
- A library to analyze PyTorch traces.☆391Updated this week
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆829Updated last week
- Microsoft Automatic Mixed Precision Library☆612Updated 9 months ago
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,055Updated last year
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆561Updated 3 weeks ago
- Zero Bubble Pipeline Parallelism☆406Updated 2 months ago
- Tutel MoE: Optimized Mixture-of-Experts Library, Support DeepSeek FP8/FP4☆851Updated this week
- Applied AI experiments and examples for PyTorch☆281Updated last month
- Large Context Attention☆718Updated 5 months ago
- An open-source efficient deep learning framework/compiler, written in python.☆708Updated this week
- Ring attention implementation with flash attention☆800Updated last week
- Helpful tools and examples for working with flex-attention☆876Updated this week
- This repository contains the experimental PyTorch native float8 training UX☆224Updated 11 months ago
- depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.☆698Updated 2 months ago
- Implementation of a Transformer, but completely in Triton☆270Updated 3 years ago
- 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.☆205Updated this week
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆255Updated this week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆370Updated last week
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆529Updated last month
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆359Updated 2 weeks ago
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,548Updated this week
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,575Updated last year
- A collection of memory efficient attention operators implemented in the Triton language.☆272Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆855Updated 10 months ago
- ☆225Updated this week
- Cataloging released Triton kernels.☆242Updated 6 months ago
- A PyTorch Native LLM Training Framework☆829Updated 6 months ago
- Distributed Compiler based on Triton for Parallel Systems☆880Updated this week
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆158Updated 3 weeks ago
- NVIDIA Resiliency Extension is a python package for framework developers and users to implement fault-tolerant features. It improves the …☆187Updated this week