Alternatives and similar repositories for s4

Users that are interested in s4 are comparing it to the libraries listed below

• alxndrTL / mamba.py
  A simple and efficient Mamba implementation in pure PyTorch and MLX.
  ☆1,314Updated 8 months ago
• lucidrains / linear-attention-transformer
  Transformer based on a variant of attention that is linear complexity in respect to sequence length
  ☆795Updated last year
• lucidrains / vector-quantize-pytorch
  Vector (and Scalar) Quantization, in Pytorch
  ☆3,499Updated last week
• johnma2006 / mamba-minimal
  Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
  ☆2,849Updated last year
• idiap / fast-transformers
  Pytorch library for fast transformer implementations
  ☆1,727Updated 2 years ago
• srush / annotated-s4
  Implementation of https://srush.github.io/annotated-s4
  ☆500Updated 2 months ago
• microsoft / mup
  maximal update parametrization (µP)
  ☆1,590Updated last year
• lucidrains / rotary-embedding-torch
  Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
  ☆741Updated last month
• lucidrains / x-transformers
  A concise but complete full-attention transformer with a set of promising experimental features from various papers
  ☆5,548Updated 2 weeks ago
• Jamie-Stirling / RetNet
  An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"
  ☆1,201Updated last year
• lucidrains / perceiver-pytorch
  Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
  ☆1,170Updated 2 years ago
• lucidrains / performer-pytorch
  An implementation of Performer, a linear attention-based transformer, in Pytorch
  ☆1,147Updated 3 years ago
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,110Updated last year
• lucidrains / reformer-pytorch
  Reformer, the efficient Transformer, in Pytorch
  ☆2,177Updated 2 years ago
• lucidrains / lion-pytorch
  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
  ☆2,157Updated 9 months ago
• google-research / long-range-arena
  Long Range Arena for Benchmarking Efficient Transformers
  ☆762Updated last year
• ml-jku / hopfield-layers
  Hopfield Networks is All You Need
  ☆1,841Updated 2 years ago
• facebookresearch / schedule_free
  Schedule-Free Optimization in PyTorch
  ☆2,202Updated 3 months ago
• atong01 / conditional-flow-matching
  TorchCFM: a Conditional Flow Matching library
  ☆1,943Updated last month
• fla-org / flash-linear-attention
  🚀 Efficient implementations of state-of-the-art linear attention models
  ☆3,066Updated last week
• NX-AI / xlstm
  Official repository of the xLSTM.
  ☆1,970Updated last week
• facebookresearch / flow_matching
  A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes…
  ☆3,283Updated 3 months ago
• test-time-training / ttt-lm-pytorch
  Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States
  ☆1,243Updated last year
• lucidrains / mixture-of-experts
  A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models
  ☆796Updated last year
• radarFudan / Awesome-state-space-models
  Collection of papers on state-space models
  ☆596Updated 4 months ago
• lindermanlab / S5
  ☆298Updated 7 months ago
• clementchadebec / benchmark_VAE
  Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
  ☆1,942Updated last year
• google / learned_optimization
  ☆783Updated 2 months ago
• Liuhong99 / Sophia
  The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
  ☆967Updated last year
• MishaLaskin / vqvae
  A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)
  ☆803Updated 2 years ago