Alternatives and similar repositories for s4

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

• srush / annotated-s4
  Implementation of https://srush.github.io/annotated-s4
  ☆498Updated 2 years ago
• alxndrTL / mamba.py
  A simple and efficient Mamba implementation in pure PyTorch and MLX.
  ☆1,253Updated 6 months ago
• johnma2006 / mamba-minimal
  Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
  ☆2,820Updated last year
• lucidrains / x-transformers
  A concise but complete full-attention transformer with a set of promising experimental features from various papers
  ☆5,396Updated this week
• state-spaces / mamba
  Mamba SSM architecture
  ☆15,095Updated 3 weeks ago
• lucidrains / rotary-embedding-torch
  Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
  ☆694Updated 6 months ago
• lucidrains / vector-quantize-pytorch
  Vector (and Scalar) Quantization, in Pytorch
  ☆3,313Updated last month
• idiap / fast-transformers
  Pytorch library for fast transformer implementations
  ☆1,718Updated 2 years ago
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,084Updated last year
• google-research / long-range-arena
  Long Range Arena for Benchmarking Efficient Transformers
  ☆757Updated last year
• lucidrains / lion-pytorch
  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
  ☆2,140Updated 6 months ago
• Jamie-Stirling / RetNet
  An implementation of "Retentive Network: A Successor to Transformer for Large Language Models"
  ☆1,190Updated last year
• microsoft / mup
  maximal update parametrization (µP)
  ☆1,541Updated 11 months ago
• atong01 / conditional-flow-matching
  TorchCFM: a Conditional Flow Matching library
  ☆1,778Updated 3 months ago
• NX-AI / xlstm
  Official repository of the xLSTM.
  ☆1,902Updated 3 weeks ago
• radarFudan / Awesome-state-space-models
  Collection of papers on state-space models
  ☆595Updated last month
• lucidrains / linear-attention-transformer
  Transformer based on a variant of attention that is linear complexity in respect to sequence length
  ☆775Updated last year
• test-time-training / ttt-lm-pytorch
  Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States
  ☆1,209Updated 11 months ago
• yang-song / score_sde_pytorch
  PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
  ☆1,941Updated 11 months ago
• google / learned_optimization
  ☆778Updated 2 weeks ago
• facebookresearch / schedule_free
  Schedule-Free Optimization in PyTorch
  ☆2,179Updated last month
• TylerYep / torchinfo
  View model summaries in PyTorch!
  ☆2,804Updated last week
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆485Updated last year
• lucidrains / perceiver-pytorch
  Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
  ☆1,151Updated last year
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,291Updated this week
• HazyResearch / safari
  Convolutions for Sequence Modeling
  ☆890Updated last year
• lucidrains / mixture-of-experts
  A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models
  ☆765Updated last year
• lucidrains / performer-pytorch
  An implementation of Performer, a linear attention-based transformer, in Pytorch
  ☆1,132Updated 3 years ago
• yyyujintang / Awesome-Mamba-Papers
  Awesome Papers related to Mamba.
  ☆1,363Updated 8 months ago
• fla-org / flash-linear-attention
  🚀 Efficient implementations of state-of-the-art linear attention models in Torch and Triton
  ☆2,753Updated this week