facebookresearch / adaptive-span
Transformer training code for sequential tasks
☆609Updated 3 years ago
Alternatives and similar repositories for adaptive-span:
Users that are interested in adaptive-span are comparing it to the libraries listed below
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,109Updated 2 years ago
- Implementation of Universal Transformer in Pytorch☆258Updated 6 years ago
- Single Headed Attention RNN - "Stop thinking with your head"☆1,180Updated 3 years ago
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆745Updated 2 years ago
- Understanding the Difficulty of Training Transformers☆328Updated 2 years ago
- Latent Alignment and Variational Attention☆326Updated 6 years ago
- ☆213Updated 4 years ago
- Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"☆1,544Updated 4 years ago
- Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction☆502Updated 3 years ago
- ☆395Updated 6 years ago
- Fully featured implementation of Routing Transformer☆288Updated 3 years ago
- Sequence-to-Sequence learning using PyTorch☆522Updated 5 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆602Updated 6 months ago
- ☆319Updated 2 years ago
- Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"☆576Updated 5 years ago
- My take on a practical implementation of Linformer for Pytorch.☆411Updated 2 years ago
- FastFormers - highly efficient transformer models for NLU☆703Updated last year
- Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve exis…☆250Updated 3 years ago
- Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)☆226Updated 3 years ago
- Code for the Eager Translation Model from the paper You May Not Need Attention☆294Updated 6 years ago
- LAnguage Modelling Benchmarks☆137Updated 4 years ago
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆256Updated 3 years ago
- Simple XLNet implementation with Pytorch Wrapper☆580Updated 5 years ago
- Neural Text Generation with Unlikelihood Training☆309Updated 3 years ago
- Fast BPE☆659Updated 7 months ago
- On the Dimensionality of Word Embedding☆328Updated 4 years ago
- DeLighT: Very Deep and Light-Weight Transformers☆467Updated 4 years ago
- The entmax mapping and its loss, a family of sparse softmax alternatives.☆425Updated 7 months ago
- Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning☆310Updated 4 years ago
- [ICLR'19] Trellis Networks for Sequence Modeling☆471Updated 5 years ago