lucidrains / electra-pytorch
A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch
☆226Updated last year
Alternatives and similar repositories for electra-pytorch:
Users that are interested in electra-pytorch are comparing it to the libraries listed below
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆328Updated 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
- Implementation of the GBST block from the Charformer paper, in Pytorch☆116Updated 3 years ago
- ☆218Updated 4 years ago
- Implementation of Feedback Transformer in Pytorch☆105Updated 4 years ago
- Language Modeling Example with Transformers and PyTorch Lighting☆65Updated 4 years ago
- Understanding the Difficulty of Training Transformers☆329Updated 2 years ago
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆293Updated 2 years ago
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆386Updated last year
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆608Updated 2 years ago
- Fully featured implementation of Routing Transformer☆291Updated 3 years ago
- A 🤗-style implementation of BERT using lambda layers instead of self-attention☆69Updated 4 years ago
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆188Updated 3 years ago
- A library to conduct ranking experiments with transformers.☆161Updated last year
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆136Updated last year
- GPT, but made only out of MLPs☆88Updated 3 years ago
- PyTorch – SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models.☆62Updated 2 years ago
- Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arx…☆136Updated last year
- pytorch； mask language model ； bert☆72Updated 5 years ago
- XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale☆154Updated 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
- ☆318Updated 3 years ago
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆93Updated 2 years ago
- Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"☆70Updated 2 years ago
- Sequence modeling with Mega.☆295Updated 2 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 Marge, Pre-training via Paraphrasing, in Pytorch☆75Updated 4 years ago
- Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.☆217Updated last year
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆313Updated last year