lucidrains / performer-pytorchLinks
An implementation of Performer, a linear attention-based transformer, in Pytorch
☆1,171Updated 3 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☆1,757Updated 2 years ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆823Updated last year
- Reformer, the efficient Transformer, in Pytorch☆2,193Updated 2 years ago
- My take on a practical implementation of Linformer for Pytorch.☆421Updated 3 years ago
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,191Updated 2 years ago
- Long Range Arena for Benchmarking Efficient Transformers☆772Updated 2 years ago
- An implementation of local windowed attention for language modeling☆492Updated 5 months ago
- An All-MLP solution for Vision, from Google AI☆1,054Updated 6 months ago
- Fully featured implementation of Routing Transformer☆299Updated 4 years ago
- Implementation of Linformer for Pytorch☆303Updated 2 years ago
- ☆388Updated 2 years ago
- PyTorch implementation of some attentions for Deep Learning Researchers.☆547Updated 3 years ago
- Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch☆788Updated 5 months ago
- Fast, differentiable sorting and ranking in PyTorch☆847Updated 7 months ago
- Transformers for Longer Sequences☆625Updated 3 years ago
- DeLighT: Very Deep and Light-Weight Transformers☆468Updated 5 years ago
- Implementation of Axial attention - attending to multi-dimensional data efficiently☆397Updated 4 years ago
- Learning Rate Warmup in PyTorch☆415Updated 6 months ago
- Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"☆1,067Updated last year
- Longformer: The Long-Document Transformer☆2,180Updated 2 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆611Updated last year
- Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"☆1,606Updated 5 years ago
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆269Updated 4 years ago
- Standalone TFRecord reader/writer with PyTorch data loaders☆899Updated 7 months ago
- Pytorch implementation of set transformer☆647Updated 5 years ago
- Implementation of https://arxiv.org/abs/1904.00962☆377Updated 5 years ago
- The entmax mapping and its loss, a family of sparse softmax alternatives.☆458Updated last year
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,078Updated 3 years ago
- Pytorch Lightning code guideline for conferences☆1,284Updated 2 years ago
- Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase☆1,208Updated 2 years ago