lucidrains / performer-pytorchLinks
An implementation of Performer, a linear attention-based transformer, in Pytorch
☆1,172Updated 4 years ago
Alternatives and similar repositories for performer-pytorch
Users that are interested in performer-pytorch are comparing it to the libraries listed below
Sorting:
- Pytorch library for fast transformer implementations☆1,760Updated 2 years ago
- Reformer, the efficient Transformer, in Pytorch☆2,192Updated 2 years ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆825Updated last year
- My take on a practical implementation of Linformer for Pytorch.☆422Updated 3 years ago
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,193Updated 2 years ago
- Long Range Arena for Benchmarking Efficient Transformers☆776Updated 2 years ago
- Fully featured implementation of Routing Transformer☆300Updated 4 years ago
- An All-MLP solution for Vision, from Google AI☆1,056Updated 6 months ago
- An implementation of local windowed attention for language modeling☆495Updated 6 months ago
- Longformer: The Long-Document Transformer☆2,183Updated 2 years ago
- Implementation of Linformer for Pytorch☆306Updated 2 years ago
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆796Updated 6 months ago
- PyTorch implementation of some attentions for Deep Learning Researchers.☆547Updated 3 years ago
- Transformers for Longer Sequences☆626Updated 3 years ago
- Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"☆1,608Updated 5 years ago
- DeLighT: Very Deep and Light-Weight Transformers☆468Updated 5 years ago
- Fast, differentiable sorting and ranking in PyTorch☆849Updated 7 months ago
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆269Updated 4 years ago
- ☆388Updated 2 years ago
- Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch☆430Updated 4 years ago
- An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow☆616Updated last year
- Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"☆1,067Updated last year
- PyTorch Extension Library of Optimized Scatter Operations☆1,723Updated 2 weeks ago
- Implementation of Axial attention - attending to multi-dimensional data efficiently☆397Updated 4 years ago
- Source code for "On the Relationship between Self-Attention and Convolutional Layers"☆1,116Updated 3 years ago
- Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"☆372Updated 2 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆611Updated last year
- Pytorch implementation of set transformer☆649Updated 5 years ago
- Implementation of https://arxiv.org/abs/1904.00962☆377Updated 5 years ago
- Standalone TFRecord reader/writer with PyTorch data loaders☆900Updated 8 months ago