facebookresearch / spdlLinks
Scalable and Performant Data Loading
☆362Updated last week
Alternatives and similar repositories for spdl
Users that are interested in spdl are comparing it to the libraries listed below
Sorting:
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆472Updated 2 weeks ago
- Speed up model training by fixing data loading.☆574Updated this week
- Load compute kernels from the Hub☆381Updated this week
- For optimization algorithm research and development.☆558Updated 2 weeks ago
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆280Updated 2 months ago
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆594Updated 5 months ago
- This repository contains the experimental PyTorch native float8 training UX☆227Updated last year
- Dion optimizer algorithm☆420Updated 2 weeks ago
- Helpful tools and examples for working with flex-attention☆1,116Updated 2 weeks ago
- ☆579Updated 4 months ago
- An implementation of PSGD Kron second-order optimizer for PyTorch☆98Updated 6 months ago
- A library for unit scaling in PyTorch☆133Updated 6 months ago
- Efficient optimizers☆281Updated last month
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆549Updated 8 months ago
- FlexAttention based, minimal vllm-style inference engine for fast Gemma 2 inference.☆333Updated 2 months ago
- A tool to configure, launch and manage your machine learning experiments.☆215Updated this week
- ☆229Updated 2 months ago
- ☆314Updated last year
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆247Updated 2 weeks ago
- TensorDict is a pytorch dedicated tensor container.☆1,002Updated this week
- ☆344Updated 3 weeks ago
- PyTorch media decoding and encoding☆931Updated this week
- Best practices & guides on how to write distributed pytorch training code☆571Updated 3 months ago
- ☆306Updated 9 months ago
- Where GPUs get cooked 👩🍳🔥☆357Updated last week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆411Updated this week
- Accelerated First Order Parallel Associative Scan☆196Updated 3 weeks ago
- ☆178Updated last year
- PyTorch-native post-training at scale☆600Updated last week
- Normalized Transformer (nGPT)☆197Updated last year