facebookresearch / spdlLinks
Scalable and Performant Data Loading
β277Updated this week
Alternatives and similar repositories for spdl
Users that are interested in spdl are comparing it to the libraries listed below
Sorting:
- PyTorch per step fault tolerance (actively under development)β329Updated this week
- π Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flashβ¦β253Updated this week
- PyTorch Single Controllerβ218Updated this week
- This repository contains the experimental PyTorch native float8 training UXβ224Updated 10 months ago
- Helpful tools and examples for working with flex-attentionβ831Updated 2 weeks ago
- For optimization algorithm research and development.β521Updated this week
- β193Updated 4 months ago
- Efficient optimizersβ220Updated this week
- An implementation of PSGD Kron second-order optimizer for PyTorchβ91Updated 2 months ago
- Load compute kernels from the Hubβ191Updated this week
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of newβ¦β122Updated 10 months ago
- Transform datasets at scale. Optimize datasets for fast AI model training.β493Updated last week
- PyTorch media decoding and encodingβ589Updated this week
- Implementation of π Ring Attention, from Liu et al. at Berkeley AI, in Pytorchβ519Updated last month
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.β556Updated last week
- β303Updated last year
- Accelerated First Order Parallel Associative Scanβ182Updated 10 months ago
- A library for unit scaling in PyTorchβ125Updated 6 months ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"β239Updated 4 months ago
- Understand and test language model architectures on synthetic tasks.β217Updated 2 weeks ago
- β270Updated 11 months ago
- β109Updated last year
- Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUsβ399Updated 2 weeks ago
- TensorDict is a pytorch dedicated tensor container.β929Updated this week
- Named tensors with first-class dimensions for PyTorchβ331Updated 2 years ago
- Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.β158Updated last year
- Universal Tensor Operations in Einstein-Inspired Notation for Python.β381Updated 2 months ago
- β150Updated 10 months ago
- β159Updated last year
- β471Updated last week