Alternatives and similar repositories for linear-attention-transformer

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

• idiap / fast-transformers
  Pytorch library for fast transformer implementations
  ☆1,724Updated 2 years ago
• lucidrains / linformer
  Implementation of Linformer for Pytorch
  ☆290Updated last year
• lucidrains / performer-pytorch
  An implementation of Performer, a linear attention-based transformer, in Pytorch
  ☆1,136Updated 3 years ago
• lucidrains / local-attention
  An implementation of local windowed attention for language modeling
  ☆460Updated 5 months ago
• lucidrains / rotary-embedding-torch
  Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
  ☆708Updated last week
• google-research / long-range-arena
  Long Range Arena for Benchmarking Efficient Transformers
  ☆759Updated last year
• tatp22 / linformer-pytorch
  My take on a practical implementation of Linformer for Pytorch.
  ☆416Updated 2 years ago
• lucidrains / mixture-of-experts
  A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models
  ☆776Updated last year
• lucidrains / mlp-mixer-pytorch
  An All-MLP solution for Vision, from Google AI
  ☆1,029Updated last week
• lucidrains / perceiver-pytorch
  Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
  ☆1,156Updated last year
• lucidrains / FLASH-pytorch
  Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"
  ☆366Updated last year
• fadel / pytorch_ema
  Tiny PyTorch library for maintaining a moving average of a collection of parameters.
  ☆432Updated 9 months ago
• lucidrains / memory-efficient-attention-pytorch
  Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"
  ☆379Updated last year
• lucidrains / reformer-pytorch
  Reformer, the efficient Transformer, in Pytorch
  ☆2,174Updated 2 years ago
• davidmrau / mixture-of-experts
  PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538
  ☆1,134Updated last year
• lucidrains / routing-transformer
  Fully featured implementation of Routing Transformer
  ☆296Updated 3 years ago
• Tony-Y / pytorch_warmup
  Learning Rate Warmup in PyTorch
  ☆411Updated 3 weeks ago
• lucidrains / ema-pytorch
  A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model
  ☆595Updated 7 months ago
• locuslab / convmixer
  Implementation of ConvMixer for "Patches Are All You Need? 🤷"
  ☆1,074Updated 2 years ago
• sail-sg / Adan
  Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
  ☆795Updated last month
• tatp22 / multidim-positional-encoding
  An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow
  ☆596Updated 8 months ago
• lucidrains / sinkhorn-transformer
  Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention
  ☆265Updated 3 years ago
• NVIDIA / transformer-ls
  Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
  ☆225Updated 3 years ago
• karpathy / deep-vector-quantization
  VQVAEs, GumbelSoftmaxes and friends
  ☆577Updated 3 years ago
• facebookresearch / mega
  Sequence modeling with Mega.
  ☆296Updated 2 years ago
• mlpen / Nystromformer
  ☆376Updated last year
• teddykoker / torchsort
  Fast, differentiable sorting and ranking in PyTorch
  ☆817Updated last month
• lucidrains / axial-attention
  Implementation of Axial attention - attending to multi-dimensional data efficiently
  ☆385Updated 3 years ago
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆536Updated last year
• cmsflash / efficient-attention
  An implementation of the efficient attention module.
  ☆319Updated 4 years ago