NVIDIA / transformer-lsLinks
Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
☆225Updated 3 years ago
Alternatives and similar repositories for transformer-ls
Users that are interested in transformer-ls are comparing it to the libraries listed below
Sorting:
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆119Updated 4 years ago
- Fully featured implementation of Routing Transformer☆297Updated 3 years ago
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆267Updated 3 years ago
- [ICLR 2022] Official implementation of cosformer-attention in cosFormer: Rethinking Softmax in Attention☆196Updated 2 years ago
- Implementation of Linformer for Pytorch☆294Updated last year
- [ICML 2020] code for "PowerNorm: Rethinking Batch Normalization in Transformers" https://arxiv.org/abs/2003.07845☆120Updated 4 years ago
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆214Updated 2 years ago
- Implementation of Fast Transformer in Pytorch☆175Updated 3 years ago
- Sequence modeling with Mega.☆296Updated 2 years ago
- Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms☆259Updated 4 years ago
- Implementation of Memformer, a Memory-augmented Transformer, in Pytorch☆119Updated 4 years ago
- [ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.☆165Updated 4 years ago
- Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method (NeurIPS 2021)☆62Updated 3 years ago
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆204Updated last year
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 3 years ago
- Unofficial PyTorch implementation of Attention Free Transformer (AFT) layers by Apple Inc.☆238Updated 3 years ago
- Pytorch implementation of Compressive Transformers, from Deepmind☆162Updated 3 years ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆486Updated 4 years ago
- My take on a practical implementation of Linformer for Pytorch.☆417Updated 3 years ago
- Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda☆226Updated last year
- Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch☆428Updated 3 years ago
- Code for Multi-Head Attention: Collaborate Instead of Concatenate☆152Updated 2 years ago
- Understanding the Difficulty of Training Transformers☆329Updated 3 years ago
- Implementation of RealFormer using pytorch☆100Updated 4 years ago
- PyTorch implementation of Pay Attention to MLPs☆40Updated 4 years ago
- ☆378Updated last year
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆105Updated 4 years ago
- FairSeq repo with Apollo optimizer☆114Updated last year
- An implementation of local windowed attention for language modeling☆470Updated 2 weeks ago
- Adaptive Gradient Clipping☆136Updated 2 years ago