openai / sparse_attentionLinks
Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"
☆1,608Updated 5 years ago
Alternatives and similar repositories for sparse_attention
Users that are interested in sparse_attention are comparing it to the libraries listed below
Sorting:
- Reformer, the efficient Transformer, in Pytorch☆2,192Updated 2 years ago
- ☆3,680Updated 3 years ago
- Pytorch library for fast transformer implementations☆1,760Updated 2 years ago
- Transformer training code for sequential tasks☆610Updated 4 years ago
- Single Headed Attention RNN - "Stop thinking with your head"☆1,180Updated 4 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆611Updated last year
- An implementation of Performer, a linear attention-based transformer, in Pytorch☆1,172Updated 3 years ago
- Long Range Arena for Benchmarking Efficient Transformers☆776Updated 2 years ago
- Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"☆416Updated last year
- Source code for "On the Relationship between Self-Attention and Convolutional Layers"☆1,116Updated 3 years ago
- Mesh TensorFlow: Model Parallelism Made Easier☆1,624Updated 2 years ago
- Longformer: The Long-Document Transformer☆2,183Updated 2 years ago
- 🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI☆1,524Updated 4 years ago
- Make huge neural nets fit in memory☆2,830Updated 5 years ago
- Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation☆1,015Updated 6 years ago
- My take on a practical implementation of Linformer for Pytorch.☆422Updated 3 years ago
- Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)☆2,114Updated 4 years ago
- Implementation of https://arxiv.org/abs/1904.00962☆377Updated 5 years ago
- An open source framework for seq2seq models in PyTorch.☆1,515Updated 4 months ago
- On the Variance of the Adaptive Learning Rate and Beyond☆2,549Updated 4 years ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆825Updated last year
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆745Updated 3 years ago
- LSTM and QRNN Language Model Toolkit for PyTorch☆1,987Updated 3 years ago
- Efficient GPU kernels for block-sparse matrix multiplication and convolution☆1,063Updated 2 years ago
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,923Updated 2 years ago
- A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"☆575Updated 5 years ago
- Unsupervised Data Augmentation (UDA)☆2,205Updated 4 years ago
- Code and model for the paper "Improving Language Understanding by Generative Pre-Training"☆2,270Updated 7 years ago
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆683Updated 5 years ago
- PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM☆1,265Updated 3 years ago