lucidrains / electra-pytorch
A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch
☆225Updated 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 !)☆327Updated 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
- PyTorch – SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models.☆62Updated 2 years ago
- Understanding the Difficulty of Training Transformers☆329Updated 2 years ago
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆136Updated last year
- 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 NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆293Updated 2 years ago
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆313Updated last year
- ☆218Updated 4 years ago
- Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.☆146Updated 3 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆380Updated last year
- Language Modeling Example with Transformers and PyTorch Lighting☆65Updated 4 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆609Updated 2 years ago
- Implementation of Feedback Transformer in Pytorch☆105Updated 4 years ago
- Sequence modeling with Mega.☆295Updated 2 years ago
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆188Updated 3 years ago
- Implementation of Marge, Pre-training via Paraphrasing, in Pytorch☆75Updated 4 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
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆384Updated last year
- GPT, but made only out of MLPs☆88Updated 3 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…☆362Updated 3 years ago
- Code for Multi-Head Attention: Collaborate Instead of Concatenate☆152Updated last year
- Fully featured implementation of Routing Transformer☆293Updated 3 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
- A library to conduct ranking experiments with transformers.☆161Updated last year
- Main repository for "CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters"☆200Updated last year
- pytorch； mask language model ； bert☆72Updated 5 years ago
- Pytorch implementation of Compressive Transformers, from Deepmind☆157Updated 3 years ago