list of efficient attention modules
☆1,021Aug 23, 2021Updated 4 years ago
Alternatives and similar repositories for awesome-fast-attention
Users that are interested in awesome-fast-attention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch library for fast transformer implementations☆1,767Mar 23, 2023Updated 3 years ago
- My take on a practical implementation of Linformer for Pytorch.☆424Jul 27, 2022Updated 3 years ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆826May 5, 2024Updated last year
- An implementation of the efficient attention module.☆329Nov 30, 2020Updated 5 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆611Jul 11, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Reformer, the efficient Transformer, in Pytorch☆2,189Jun 21, 2023Updated 2 years ago
- Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力…☆130Mar 27, 2021Updated 5 years ago
- Exploring Self-attention for Image Recognition, CVPR2020.☆752Jun 15, 2020Updated 5 years ago
- An implementation of Performer, a linear attention-based transformer, in Pytorch☆1,177Feb 2, 2022Updated 4 years ago
- A curated list of Multimodal Related Research.☆1,390Aug 5, 2023Updated 2 years ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆228Apr 18, 2022Updated 4 years ago
- Understanding the Difficulty of Training Transformers☆332May 31, 2022Updated 3 years ago
- CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).☆1,486Mar 19, 2021Updated 5 years ago
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,579Jan 7, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ResNeSt: Split-Attention Networks☆3,265Dec 9, 2022Updated 3 years ago
- Long Range Arena for Benchmarking Efficient Transformers☆788Dec 16, 2023Updated 2 years ago
- Implementation of Linformer for Pytorch☆306Jan 5, 2024Updated 2 years ago
- Transformer training code for sequential tasks☆609Sep 14, 2021Updated 4 years ago
- 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.…☆12,174Mar 16, 2026Updated last month
- A PyTorch implementation of the Transformer model in "Attention is All You Need".☆9,678Apr 16, 2024Updated 2 years ago
- Awesome Transformers (self-attention) in Computer Vision☆269Jul 31, 2021Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,996Oct 4, 2023Updated 2 years ago
- ☆279Mar 22, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,530Nov 18, 2020Updated 5 years ago
- DeLighT: Very Deep and Light-Weight Transformers☆469Oct 16, 2020Updated 5 years ago
- Fully featured implementation of Routing Transformer☆300Nov 6, 2021Updated 4 years ago
- ☆220Jun 8, 2020Updated 5 years ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,170Mar 22, 2024Updated 2 years ago
- The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)☆684May 25, 2020Updated 5 years ago
- A curated list of awesome self-supervised methods☆6,381Feb 24, 2026Updated last month
- GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond☆1,219Feb 16, 2021Updated 5 years ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,664May 30, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Dual Attention Network for Scene Segmentation (CVPR2019)☆2,458Dec 23, 2024Updated last year
- Count the MACs / FLOPs of your PyTorch model.☆5,082Jul 8, 2024Updated last year
- Longformer: The Long-Document Transformer☆2,192Feb 8, 2023Updated 3 years ago
- Implementation for "Context Prior for Scene Segmentation"☆251Feb 26, 2021Updated 5 years ago
- Implementing Attention Augmented Convolutional Networks using Pytorch☆654Jan 26, 2022Updated 4 years ago
- Implementation of Non-local Block.☆1,567Apr 12, 2023Updated 3 years ago
- Recent Transformer-based CV and related works.☆1,339Aug 22, 2023Updated 2 years ago