Alternatives and similar repositories for SOAP:

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

• ethansmith2000 / fsdp_optimizers
  supporting pytorch FSDP for optimizers
  ☆75Updated last month
• evanatyourservice / llm-jax
  Train a SmolLM-style llm on fineweb-edu in JAX/Flax with an assortment of optimizers.
  ☆18Updated last week
• ethansmith2000 / TransformerExperiments
  ☆19Updated 4 months ago
• cloneofsimo / zeroshampoo
  ☆33Updated 4 months ago
• amirzandieh / HyperAttention
  Triton Implementation of HyperAttention Algorithm
  ☆46Updated last year
• dvruette / barrel-rec-pytorch
  ☆53Updated last year
• evanatyourservice / kron_torch
  An implementation of PSGD Kron second-order optimizer for PyTorch
  ☆29Updated 3 weeks ago
• yixiaoer / tpu-training-example
  ☆13Updated 6 months ago
• euclaise / supertrainer2000
  ☆49Updated 10 months ago
• kaiokendev / cutoff-len-is-context-len
  Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit
  ☆63Updated last year
• warner-benjamin / optimi
  Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers
  ☆78Updated 6 months ago
• lucaslingle / mu_transformer
  Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.
  ☆30Updated last month
• okarthikb / state-space-models
  ☆27Updated 6 months ago
• fal-ai / diffusion-speedrun
  Focused on fast experimentation and simplicity
  ☆65Updated last month
• google-deepmind / asyncdiloco
  ☆41Updated last year
• cat-state / tinypar
  ☆20Updated last year
• thecharlieblake / lovely-llama
  An implementation of the Llama architecture, to instruct and delight
  ☆21Updated 2 weeks ago
• ClashLuke / tpucare
  Automatically take good care of your preemptible TPUs
  ☆35Updated last year
• epfml / DenseFormer
  ☆78Updated 9 months ago
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆121Updated 9 months ago
• apple / ml-ademamix
  ☆53Updated 2 months ago
• crowsonkb / torch-dist-utils
  Utilities for PyTorch distributed
  ☆23Updated last year
• Birch-san / booru-embed
  [WIP] Transformer to embed Danbooru labelsets
  ☆13Updated 9 months ago
• srush / triton-autodiff
  Experiment of using Tangent to autodiff triton
  ☆74Updated last year
• drisspg / transformer_nuggets
  A place to store reusable transformer components of my own creation or found on the interwebs
  ☆44Updated this week
• joey00072 / ohara
  Collection of autoregressive model implementation
  ☆77Updated 3 weeks ago
• lucidrains / GAF-microbatch-pytorch
  Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch
  ☆22Updated last week
• cloneofsimo / fim-llama-deepspeed
  ☆31Updated last year
• mgmalek / efficient_cross_entropy
  ☆85Updated 8 months ago
• RobertCsordas / moe
  Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"
  ☆36Updated last year