Alternatives and similar repositories for memformer

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

• lucidrains / memory-transformer-xl
  A variant of Transformer-XL where the memory is updated not with a queue, but with attention
  ☆49Updated 5 years ago
• lucidrains / gated-state-spaces-pytorch
  Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch
  ☆102Updated 2 years ago
• lucidrains / compressive-transformer-pytorch
  Pytorch implementation of Compressive Transformers, from Deepmind
  ☆163Updated 4 years ago
• pkuzengqi / Skyformer
  Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)
  ☆63Updated 3 years ago
• lucidrains / product-key-memory
  Standalone Product Key Memory module in Pytorch - for augmenting Transformer models
  ☆87Updated 2 months ago
• lucidrains / long-short-transformer
  Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
  ☆120Updated 4 years ago
• XuezheMax / fairseq-apollo
  FairSeq repo with Apollo optimizer
  ☆114Updated 2 years ago
• lsj2408 / URPE
  [NeurIPS 2022] Your Transformer May Not be as Powerful as You Expect (official implementation)
  ☆34Updated 2 years ago
• lucidrains / Mega-pytorch
  Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena
  ☆206Updated 2 years ago
• lucidrains / ponder-transformer
  Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper
  ☆81Updated 4 years ago
• lucidrains / token-shift-gpt
  Implementation of Token Shift GPT - An autoregressive model that solely relies on shifting the sequence space for mixing
  ☆49Updated 3 years ago
• ischlag / fast-weight-transformers
  Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.
  ☆111Updated 4 years ago
• PiotrNawrot / dynamic-pooling
  Efficient Transformers with Dynamic Token Pooling
  ☆67Updated 2 years ago
• rabeehk / compacter
  ☆130Updated 3 years ago
• OpenNLPLab / Tnn
  [ICLR 2023] Official implementation of Transnormer in our ICLR 2023 paper - Toeplitz Neural Network for Sequence Modeling
  ☆81Updated last year
• NVIDIA / transformer-ls
  Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
  ☆228Updated 3 years ago
• lucidrains / memory-editable-transformer
  My explorations into editing the knowledge and memories of an attention network
  ☆35Updated 3 years ago
• lucidrains / memory-compressed-attention
  Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"
  ☆70Updated 2 years ago
• RobertCsordas / ndr
  The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".
  ☆34Updated 7 months ago
• RobertCsordas / transformer_generalization
  The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We s…
  ☆67Updated 3 years ago
• sarthmit / Compositional-Attention
  Code to reproduce the results for Compositional Attention
  ☆59Updated 3 years ago
• ischlag / Fast-Weight-Memory-public
  Official code repository of the paper Learning Associative Inference Using Fast Weight Memory by Schlag et al.
  ☆28Updated 4 years ago
• lucidrains / g-mlp-gpt
  GPT, but made only out of MLPs
  ☆89Updated 4 years ago
• facebookresearch / mega
  Sequence modeling with Mega.
  ☆302Updated 2 years ago
• lucidrains / learning-to-expire-pytorch
  An implementation of Transformer with Expire-Span, a circuit for learning which memories to retain
  ☆34Updated 5 years ago
• google-deepmind / emergent_in_context_learning
  ☆85Updated last year
• lucidrains / panoptic-transformer
  Another attempt at a long-context / efficient transformer by me
  ☆38Updated 3 years ago
• CyndxAI / QKNorm
  Code for the paper "Query-Key Normalization for Transformers"
  ☆50Updated 4 years ago
• google-research / head2toe
  ☆82Updated last year
• lucidrains / axial-positional-embedding
  Axial Positional Embedding for Pytorch
  ☆84Updated 10 months ago