Alternatives and similar repositories for optimizers

Users that are interested in optimizers are comparing it to the libraries listed below

• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆494Updated last year
• mlcommons / algorithmic-efficiency
  MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…
  ☆406Updated last week
• pytorch / tensordict
  TensorDict is a pytorch dedicated tensor container.
  ☆1,002Updated this week
• kvfrans / jax-diffusion-transformer
  Implementation of Diffusion Transformer (DiT) in JAX
  ☆304Updated last year
• HomebrewML / HeavyBall
  Efficient optimizers
  ☆280Updated 3 weeks ago
• apple / ml-sigma-reparam
  ☆314Updated last year
• google-deepmind / nanodo
  ☆287Updated last year
• facebookresearch / spdl
  Scalable and Performant Data Loading
  ☆362Updated this week
• marin-community / levanter
  Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax
  ☆690Updated this week
• KellerJordan / cifar10-airbench
  CIFAR-10 speedruns: 94% in 2.6 seconds and 96% in 27 seconds
  ☆340Updated 2 months ago
• nanowell / AdEMAMix-Optimizer-Pytorch
  The AdEMAMix Optimizer: Better, Faster, Older.
  ☆186Updated last year
• fferflo / einx
  Universal Notation for Tensor Operations in Python.
  ☆459Updated 9 months ago
• HenryNdubuaku / nanodl
  A Jax-based library for building transformers, includes implementations of GPT, Gemma, LlaMa, Mixtral, Whisper, SWin, ViT and more.
  ☆297Updated last year
• facebookresearch / torchdim
  Named tensors with first-class dimensions for PyTorch
  ☆332Updated 2 years ago
• modula-systems / modula
  🧱 Modula software package
  ☆322Updated 4 months ago
• evanatyourservice / kron_torch
  An implementation of PSGD Kron second-order optimizer for PyTorch
  ☆97Updated 5 months ago
• BobMcDear / attorch
  A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.
  ☆592Updated 5 months ago
• nikhilvyas / SOAP
  ☆235Updated last year
• google / grain
  Library for reading and processing ML training data.
  ☆647Updated this week
• srush / Autodiff-Puzzles
  ☆461Updated last year
• lucidrains / pytorch-custom-utils
  Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…
  ☆126Updated last year
• srush / Transformer-Puzzles
  Puzzles for exploring transformers
  ☆382Updated 2 years ago
• iShohei220 / adopt
  Official Implementation of "ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate"
  ☆433Updated last year
• jax-ml / jax-triton
  jax-triton contains integrations between JAX and OpenAI Triton
  ☆436Updated last month
• Lightning-AI / litData
  Speed up model training by fixing data loading.
  ☆568Updated last week
• proger / accelerated-scan
  Accelerated First Order Parallel Associative Scan
  ☆192Updated last week
• LambdaLabsML / distributed-training-guide
  Best practices & guides on how to write distributed pytorch training code
  ☆564Updated 2 months ago
• lucidrains / flash-attention-jax
  Implementation of Flash Attention in Jax
  ☆223Updated last year
• BlackHC / neural_net_checklist
  ☆214Updated last year
• DarshanDeshpande / jax-models
  Unofficial JAX implementations of deep learning research papers
  ☆160Updated 3 years ago