Transformer training code for sequential tasks
☆609Sep 14, 2021Updated 4 years ago
Alternatives and similar repositories for adaptive-span
Users that are interested in adaptive-span are comparing it to the libraries listed below
Sorting:
- Neural Text Generation with Unlikelihood Training☆310Aug 31, 2021Updated 4 years ago
- Single Headed Attention RNN - "Stop thinking with your head"☆1,180Nov 27, 2021Updated 4 years ago
- Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"☆1,610Aug 12, 2020Updated 5 years ago
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,924Feb 14, 2023Updated 3 years ago
- Fast, general, and tested differentiable structured prediction in PyTorch☆1,123Apr 20, 2022Updated 3 years ago
- Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA☆722Oct 16, 2019Updated 6 years ago
- A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and T…☆210Oct 20, 2021Updated 4 years ago
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,176May 28, 2023Updated 2 years ago
- Understanding the Difficulty of Training Transformers☆332May 31, 2022Updated 3 years ago
- Code for the Eager Translation Model from the paper You May Not Need Attention☆293Dec 17, 2018Updated 7 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆611Jul 11, 2024Updated last year
- Training Transformer-XL on 128 GPUs☆141Jun 11, 2020Updated 5 years ago
- Longformer: The Long-Document Transformer☆2,188Feb 8, 2023Updated 3 years ago
- The entmax mapping and its loss, a family of sparse softmax alternatives.☆461Jun 22, 2024Updated last year
- On the Variance of the Adaptive Learning Rate and Beyond☆2,548Jul 31, 2021Updated 4 years ago
- LSTM and QRNN Language Model Toolkit for PyTorch☆1,990Feb 12, 2022Updated 4 years ago
- Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.☆231Jul 16, 2019Updated 6 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,627Mar 25, 2022Updated 3 years ago
- Pytorch library for fast transformer implementations☆1,762Mar 23, 2023Updated 2 years ago
- Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)☆2,113Jan 4, 2022Updated 4 years ago
- ☆221Jun 8, 2020Updated 5 years ago
- LM Pretraining with PyTorch/TPU☆137Oct 24, 2019Updated 6 years ago
- 🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI☆1,523Aug 9, 2021Updated 4 years ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆359Feb 22, 2022Updated 4 years ago
- Fast Block Sparse Matrices for Pytorch☆549Jan 21, 2021Updated 5 years ago
- 🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP☆1,194Aug 1, 2023Updated 2 years ago
- Latent Alignment and Variational Attention☆329Nov 5, 2018Updated 7 years ago
- Generative Flow based Sequence-to-Sequence Toolkit written in Python.☆247Jan 28, 2020Updated 6 years ago
- Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction☆499May 8, 2021Updated 4 years ago
- Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.☆485Feb 12, 2022Updated 4 years ago
- DeLighT: Very Deep and Light-Weight Transformers☆469Oct 16, 2020Updated 5 years ago
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,490Jan 14, 2026Updated last month
- Phrase-Based & Neural Unsupervised Machine Translation☆1,500Sep 15, 2021Updated 4 years ago
- MASS: Masked Sequence to Sequence Pre-training for Language Generation☆1,123Nov 28, 2022Updated 3 years ago
- Source code for "Efficient Training of BERT by Progressively Stacking"☆113Jul 3, 2019Updated 6 years ago
- [ICLR'19] Trellis Networks for Sequence Modeling☆473Aug 20, 2019Updated 6 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,371Mar 23, 2024Updated last year
- NLP library designed for reproducible experimentation management☆294Jul 25, 2024Updated last year
- Cascaded Text Generation with Markov Transformers☆130Mar 20, 2023Updated 2 years ago