lucidrains / electra-pytorchLinks
A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch
☆227Updated 2 years ago
Alternatives and similar repositories for electra-pytorch
Users that are interested in electra-pytorch are comparing it to the libraries listed below
Sorting:
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆330Updated last year
- An implementation of masked language modeling for Pytorch, made as concise and simple as possible☆180Updated last year
- Implementation of Mixout with PyTorch☆75Updated 2 years ago
- Language Modeling Example with Transformers and PyTorch Lighting☆65Updated 4 years ago
- Implementation of the GBST block from the Charformer paper, in Pytorch☆117Updated 3 years ago
- Understanding the Difficulty of Training Transformers☆329Updated 3 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆609Updated 2 years ago
- ☆218Updated 5 years ago
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆294Updated 2 years ago
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆136Updated last year
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆313Updated last year
- Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.☆147Updated 3 years ago
- PyTorch – SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models.☆62Updated 2 years ago
- Implementation of Feedback Transformer in Pytorch☆107Updated 4 years ago
- Implementation of Marge, Pre-training via Paraphrasing, in Pytorch☆76Updated 4 years ago
- Sequence modeling with Mega.☆296Updated 2 years ago
- ☆321Updated 4 years ago
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆188Updated 3 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆154Updated 3 years ago
- Code for Multi-Head Attention: Collaborate Instead of Concatenate☆152Updated 2 years ago
- XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale☆155Updated last year
- pytorch； mask language model ； bert☆72Updated 5 years ago
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆395Updated last year
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆362Updated 3 years ago
- Pytorch implementation of Compressive Transformers, from Deepmind☆160Updated 3 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆380Updated 2 years ago
- Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning☆161Updated last year
- Python library & examples for Masked Language Model Scoring (ACL 2020)☆342Updated 2 years ago
- Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.☆217Updated 2 years ago
- Efficient Attention for Long Sequence Processing☆94Updated last year