lucidrains / electra-pytorchLinks
A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch
☆235Updated 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☆179Updated 2 years ago
- Implementation of Mixout with PyTorch☆75Updated 2 years ago
- Implementation of the GBST block from the Charformer paper, in Pytorch☆118Updated 4 years ago
- Language Modeling Example with Transformers and PyTorch Lighting☆65Updated 4 years ago
- ☆219Updated 5 years ago
- PyTorch – SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models.☆62Updated 3 years ago
- Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.☆147Updated 4 years ago
- A minimal PyTorch Lightning OpenAI GPT w DeepSpeed Training!☆113Updated 2 years ago
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆137Updated 2 years ago
- Understanding the Difficulty of Training Transformers☆330Updated 3 years ago
- Implementation of Marge, Pre-training via Paraphrasing, in Pytorch☆76Updated 4 years ago
- A 🤗-style implementation of BERT using lambda layers instead of self-attention☆69Updated 5 years ago
- Main repository for "CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters"☆201Updated 2 years ago
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆315Updated 2 years ago
- Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.☆219Updated 2 years ago
- Unofficial PyTorch implementation of Fastformer based on paper "Fastformer: Additive Attention Can Be All You Need"."☆133Updated 4 years ago
- Transformers without Tears: Improving the Normalization of Self-Attention☆133Updated last year
- Implementation of Feedback Transformer in Pytorch☆108Updated 4 years ago
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆296Updated 2 years ago
- XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale☆156Updated last year
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆612Updated 2 years ago
- Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arx…☆138Updated 2 years ago
- Trains Transformer model variants. Data isn't shuffled between batches.☆143Updated 3 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆205Updated 3 years ago
- Sequence modeling with Mega.☆300Updated 2 years ago
- Pytorch implementation of Compressive Transformers, from Deepmind☆162Updated 4 years ago
- Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning☆165Updated last year
- FairSeq repo with Apollo optimizer☆114Updated last year
- State of the art Semantic Sentence Embeddings☆99Updated 3 years ago