Alternatives and similar repositories for transformer-ls:

Users that are interested in transformer-ls are comparing it to the libraries listed below

• lucidrains / linformer
  Implementation of Linformer for Pytorch
  ☆262Updated last year
• lucidrains / sinkhorn-transformer
  Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention
  ☆256Updated 3 years ago
• OpenNLPLab / cosFormer
  [ICLR 2022] Official implementation of cosformer-attention in cosFormer: Rethinking Softmax in Attention
  ☆185Updated 2 years ago
• lucidrains / long-short-transformer
  Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
  ☆118Updated 3 years ago
• lucidrains / routing-transformer
  Fully featured implementation of Routing Transformer
  ☆288Updated 3 years ago
• facebookresearch / mega
  Sequence modeling with Mega.
  ☆297Updated last year
• rishikksh20 / FNet-pytorch
  Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms
  ☆256Updated 3 years ago
• lucidrains / flash-cosine-sim-attention
  Implementation of fused cosine similarity attention in the same style as Flash Attention
  ☆210Updated last year
• lucidrains / local-attention
  An implementation of local windowed attention for language modeling
  ☆403Updated this week
• lucidrains / fast-transformer-pytorch
  Implementation of Fast Transformer in Pytorch
  ☆172Updated 3 years ago
• sIncerass / powernorm
  [ICML 2020] code for "PowerNorm: Rethinking Batch Normalization in Transformers" https://arxiv.org/abs/2003.07845
  ☆119Updated 3 years ago
• google-research / diffstride
  TF/Keras code for DiffStride, a pooling layer with learnable strides.
  ☆124Updated 2 years ago
• epfml / collaborative-attention
  Code for Multi-Head Attention: Collaborate Instead of Concatenate
  ☆151Updated last year
• lucidrains / compressive-transformer-pytorch
  Pytorch implementation of Compressive Transformers, from Deepmind
  ☆155Updated 3 years ago
• lucidrains / FLASH-pytorch
  Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"
  ☆357Updated last year
• mlpen / Nystromformer
  ☆367Updated last year
• LiyuanLucasLiu / Transformer-Clinic
  Understanding the Difficulty of Training Transformers
  ☆327Updated 2 years ago
• lucidrains / memformer
  Implementation of Memformer, a Memory-augmented Transformer, in Pytorch
  ☆107Updated 4 years ago
• lucidrains / linear-attention-transformer
  Transformer based on a variant of attention that is linear complexity in respect to sequence length
  ☆724Updated 8 months ago
• lukemelas / do-you-even-need-attention
  Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)
  ☆483Updated 3 years ago
• microsoft / vision-longformer
  ☆244Updated 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
  ☆204Updated last year
• twistedcubic / attention-rank-collapse
  [ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.
  ☆163Updated 3 years ago
• DeMoriarty / TorchPQ
  Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda
  ☆216Updated last year
• ischlag / fast-weight-transformers
  Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.
  ☆101Updated 3 years ago
• ctlllll / SGConv
  ☆164Updated last year
• rish-16 / aft-pytorch
  Unofficial PyTorch implementation of Attention Free Transformer (AFT) layers by Apple Inc.
  ☆232Updated 2 years ago
• lucidrains / g-mlp-pytorch
  Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch
  ☆426Updated 3 years ago
• pkuzengqi / Skyformer
  Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)
  ☆60Updated 2 years ago
• haofanwang / awesome-mlp-papers
  Recent Advances in MLP-based Models (MLP is all you need!)
  ☆113Updated 2 years ago