OpenNLPLab / cosFormerLinks
[ICLR 2022] Official implementation of cosformer-attention in cosFormer: Rethinking Softmax in Attention
☆197Updated 3 years ago
Alternatives and similar repositories for cosFormer
Users that are interested in cosFormer are comparing it to the libraries listed below
Sorting:
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆228Updated 3 years ago
- Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"☆372Updated 2 years ago
- [ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.☆170Updated 4 years ago
- Code release for "LogME: Practical Assessment of Pre-trained Models for Transfer Learning" (ICML 2021) and Ranking and Tuning Pre-trained…☆211Updated 2 years ago
- Implementation of Linformer for Pytorch☆306Updated 2 years ago
- Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)☆75Updated 5 years ago
- Implement the paper "Self-Attention with Relative Position Representations"☆139Updated 5 years ago
- Learning to Encode Position for Transformer with Continuous Dynamical Model☆59Updated 5 years ago
- Unofficial PyTorch implementation of the paper "cosFormer: Rethinking Softmax In Attention".☆44Updated 4 years ago
- Recent Advances in MLP-based Models (MLP is all you need!)☆117Updated 3 years ago
- Implementing SYNTHESIZER: Rethinking Self-Attention in Transformer Models using Pytorch☆71Updated 5 years ago
- code for Explicit Sparse Transformer☆61Updated 2 years ago
- [EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance sampling☆87Updated 2 years ago
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆269Updated 4 years ago
- An implementation of the efficient attention module.☆328Updated 5 years ago
- A pytorch &keras implementation and demo of Fastformer.☆191Updated 3 years ago
- Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms☆261Updated 4 years ago
- An implementation of local windowed attention for language modeling☆494Updated 6 months ago
- PyTorch implementation of Pay Attention to MLPs☆40Updated 4 years ago
- AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning☆114Updated 5 years ago
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆120Updated 4 years ago
- Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization☆182Updated 4 years ago
- [EMNLP 2022] Official implementation of Transnormer in our EMNLP 2022 paper - The Devil in Linear Transformer☆64Updated 2 years ago
- Implementation of RealFormer using pytorch☆101Updated 5 years ago
- Loss and accuracy go opposite ways...right?☆95Updated 5 years ago
- Sequence modeling with Mega.☆302Updated 3 years ago
- [ICLR 2023] Official implementation of Transnormer in our ICLR 2023 paper - Toeplitz Neural Network for Sequence Modeling☆81Updated last year
- [ICML 2020] code for "PowerNorm: Rethinking Batch Normalization in Transformers" https://arxiv.org/abs/2003.07845☆120Updated 4 years ago
- Official code for our CVPR'22 paper “Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space”☆251Updated 5 months ago
- FlatNCE: A Novel Contrastive Representation Learning Objective☆90Updated 4 years ago