mlpen / Nystromformer
☆376Updated last year
Alternatives and similar repositories for Nystromformer:
Users that are interested in Nystromformer are comparing it to the libraries listed below
- Fast Block Sparse Matrices for Pytorch☆545Updated 4 years ago
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆260Updated 3 years ago
- Long Range Arena for Benchmarking Efficient Transformers☆750Updated last year
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆209Updated 11 months ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆131Updated 3 weeks ago
- Fully featured implementation of Routing Transformer☆293Updated 3 years ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆225Updated 2 years ago
- Sequence modeling with Mega.☆295Updated 2 years ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆484Updated 3 years ago
- ☆164Updated 2 years ago
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆104Updated 3 years ago
- VQVAEs, GumbelSoftmaxes and friends☆558Updated 3 years ago
- Library for 8-bit optimizers and quantization routines.☆716Updated 2 years ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆755Updated 11 months ago
- Trains Transformer model variants. Data isn't shuffled between batches.☆141Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆320Updated last year
- Implementation of Linformer for Pytorch☆278Updated last year
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆320Updated 2 years ago
- The entmax mapping and its loss, a family of sparse softmax alternatives.☆430Updated 9 months ago
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆127Updated 2 years ago
- Understanding the Difficulty of Training Transformers☆329Updated 2 years ago
- Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda☆223Updated last year
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆375Updated last year
- Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)☆487Updated last year
- A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training☆461Updated last year
- ☆175Updated 10 months ago
- A LARS implementation in PyTorch☆343Updated 5 years ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆180Updated 3 years ago
- Unofficial PyTorch implementation of Attention Free Transformer (AFT) layers by Apple Inc.☆235Updated 3 years ago
- Code for Multi-Head Attention: Collaborate Instead of Concatenate☆152Updated last year