Alternatives and similar repositories for SOAP

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

• HomebrewML / HeavyBall
  Efficient optimizers
  ☆252Updated last week
• ethansmith2000 / fsdp_optimizers
  supporting pytorch FSDP for optimizers
  ☆84Updated 7 months ago
• modula-systems / modula
  🧱 Modula software package
  ☆210Updated this week
• apple / ml-ademamix
  ☆64Updated 8 months ago
• proger / accelerated-scan
  Accelerated First Order Parallel Associative Scan
  ☆184Updated 11 months ago
• shikaiqiu / compute-better-spent
  ☆53Updated 9 months ago
• KellerJordan / cifar10-airbench
  CIFAR-10 speedruns: 94% in 2.6 seconds and 96% in 27 seconds
  ☆274Updated 2 weeks ago
• lixilinx / psgd_torch
  Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…
  ☆180Updated last month
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆149Updated last month
• graphcore-research / unit-scaling
  A library for unit scaling in PyTorch
  ☆128Updated 3 weeks ago
• evanatyourservice / kron_torch
  An implementation of PSGD Kron second-order optimizer for PyTorch
  ☆94Updated last week
• nanowell / AdEMAMix-Optimizer-Pytorch
  The AdEMAMix Optimizer: Better, Faster, Older.
  ☆184Updated 10 months ago
• kvfrans / splus
  ☆115Updated last month
• ruke1ire / RTF
  A State-Space Model with Rational Transfer Function Representation.
  ☆79Updated last year
• athms / mad-lab
  A MAD laboratory to improve AI architecture designs 🧪
  ☆123Updated 7 months ago
• google-deepmind / nanodo
  ☆274Updated last year
• LIONS-EPFL / scion
  ☆31Updated 3 weeks ago
• cloneofsimo / scaling-guide
  WIP
  ☆93Updated 11 months ago
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆102Updated 2 months ago
• TorchJD / torchjd
  Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning)…
  ☆260Updated this week
• cloneofsimo / min-fsdp
  ☆82Updated last year
• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆221Updated 2 weeks ago
• evanatyourservice / psgd_jax
  Implementation of PSGD optimizer in JAX
  ☆34Updated 7 months ago
• davisyoshida / lorax
  LoRA for arbitrary JAX models and functions
  ☆140Updated last year
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆130Updated last year
• lucidrains / nGPT-pytorch
  Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI
  ☆288Updated last month
• young-geng / scalax
  A simple library for scaling up JAX programs
  ☆140Updated 9 months ago
• cloneofsimo / ezmup
  Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam
  ☆84Updated 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…
  ☆124Updated last year
• formll / dog
  DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule
  ☆63Updated last year