rish-16 / aft-pytorchLinks
Unofficial PyTorch implementation of Attention Free Transformer (AFT) layers by Apple Inc.
☆241Updated 3 years ago
Alternatives and similar repositories for aft-pytorch
Users that are interested in aft-pytorch are comparing it to the libraries listed below
Sorting:
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆227Updated 3 years ago
- Fully featured implementation of Routing Transformer☆298Updated 3 years ago
- Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms☆259Updated 4 years ago
- ☆382Updated last year
- Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch☆430Updated 4 years ago
- Unofficial PyTorch implementation of Fastformer based on paper "Fastformer: Additive Attention Can Be All You Need"."☆133Updated 4 years ago
- Implementation of Feedback Transformer in Pytorch☆108Updated 4 years ago
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆120Updated 4 years ago
- Implementation of Linformer for Pytorch☆299Updated last year
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆207Updated 2 years ago
- Implementation of Fast Transformer in Pytorch☆177Updated 4 years ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆486Updated 4 years ago
- Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning☆165Updated last year
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆269Updated 4 years ago
- My take on a practical implementation of Linformer for Pytorch.☆420Updated 3 years ago
- Sequence modeling with Mega.☆300Updated 2 years ago
- Pytorch implementation of Compressive Transformers, from Deepmind☆164Updated 4 years ago
- GPT, but made only out of MLPs☆89Updated 4 years ago
- Implementation of Memformer, a Memory-augmented Transformer, in Pytorch☆123Updated 4 years ago
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆105Updated 4 years ago
- Trains Transformer model variants. Data isn't shuffled between batches.☆143Updated 3 years ago
- A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch☆231Updated 2 years ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆217Updated 4 years ago
- Implementation of ResMLP, an all MLP solution to image classification, in Pytorch☆200Updated 2 years ago
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆216Updated 2 years ago
- Code for Multi-Head Attention: Collaborate Instead of Concatenate☆151Updated 2 years ago
- [ICML 2020] code for "PowerNorm: Rethinking Batch Normalization in Transformers" https://arxiv.org/abs/2003.07845☆120Updated 4 years ago
- Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch☆183Updated 2 years ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆141Updated 6 months ago
- [ICLR 2022] Official implementation of cosformer-attention in cosFormer: Rethinking Softmax in Attention☆195Updated 2 years ago