LiyuanLucasLiu / Transformer-Clinic
Understanding the Difficulty of Training Transformers
☆328Updated 2 years ago
Alternatives and similar repositories for Transformer-Clinic:
Users that are interested in Transformer-Clinic are comparing it to the libraries listed below
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆312Updated last year
- ☆216Updated 4 years ago
- Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve exis…☆250Updated 3 years ago
- Efficient, check-pointed data loading for deep learning with massive data sets.☆205Updated last year
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆327Updated last year
- A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch☆224Updated last year
- Implementation of https://arxiv.org/abs/1904.00962☆372Updated 4 years ago
- Fully featured implementation of Routing Transformer☆289Updated 3 years ago
- Code for Multi-Head Attention: Collaborate Instead of Concatenate☆152Updated last year
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆260Updated 3 years ago
- Code for the ICML'20 paper "Improving Transformer Optimization Through Better Initialization"☆88Updated 4 years ago
- Transformers without Tears: Improving the Normalization of Self-Attention☆131Updated 9 months ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆225Updated 2 years ago
- Code for the paper "Are Sixteen Heads Really Better than One?"☆171Updated 4 years ago
- This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, t…☆311Updated 3 years ago
- Neural Text Generation with Unlikelihood Training☆309Updated 3 years ago
- An implementation of masked language modeling for Pytorch, made as concise and simple as possible☆178Updated last year
- FairSeq repo with Apollo optimizer☆111Updated last year
- A masked language modeling objective to train a model to predict any subset of the target words, conditioned on both the input text and a…☆242Updated 3 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆609Updated 2 years ago
- Pytorch implementation of Compressive Transformers, from Deepmind☆156Updated 3 years ago
- Cascaded Text Generation with Markov Transformers☆129Updated 2 years ago
- Tracking the progress in non-autoregressive generation (translation, transcription, etc.)☆307Updated 2 years ago
- ⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).☆310Updated last year
- For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).☆183Updated last year
- Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)☆101Updated 4 years ago
- My take on a practical implementation of Linformer for Pytorch.☆413Updated 2 years ago
- Fast Block Sparse Matrices for Pytorch☆546Updated 4 years ago
- Implementation of the GBST block from the Charformer paper, in Pytorch☆116Updated 3 years ago
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆135Updated last year