yang-zhang / lightning-language-modelingLinks
Language Modeling Example with Transformers and PyTorch Lighting
☆65Updated 5 years ago
Alternatives and similar repositories for lightning-language-modeling
Users that are interested in lightning-language-modeling are comparing it to the libraries listed below
Sorting:
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆137Updated 2 years ago
- A library to conduct ranking experiments with transformers.☆160Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆206Updated 3 years ago
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆189Updated 4 years ago
- A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch☆235Updated 2 years ago
- Main repository for "CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters"☆200Updated 2 years ago
- State of the art Semantic Sentence Embeddings☆99Updated 3 years ago
- Fine-tune transformers with pytorch-lightning☆44Updated 3 years ago
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆330Updated last year
- Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.☆147Updated 4 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆153Updated 3 years ago
- A BART version of an open-domain QA model in a closed-book setup☆119Updated 5 years ago
- A small repo showing how to easily use BERT (or other transformers) for inference☆99Updated 5 years ago
- ☆68Updated 7 months ago
- Hyperparameter Search for AllenNLP☆140Updated 9 months ago
- Implementation of Marge, Pre-training via Paraphrasing, in Pytorch☆76Updated 4 years ago
- ☆75Updated 4 years ago
- An implementation of masked language modeling for Pytorch, made as concise and simple as possible☆179Updated 2 years ago
- [DEPRECATED] Adapt Transformer-based language models to new text domains☆86Updated last year
- Code and data to support the paper "PAQ 65 Million Probably-Asked Questions andWhat You Can Do With Them"☆207Updated 4 years ago
- QED: A Framework and Dataset for Explanations in Question Answering☆119Updated 4 years ago
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆61Updated 2 years ago
- A library to synthesize text datasets using Large Language Models (LLM)☆152Updated 2 years ago
- XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale☆157Updated 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…☆361Updated 3 years ago
- Distillation of BERT model with catalyst framework☆78Updated 2 years ago
- Collection of NLP model explanations and accompanying analysis tools☆144Updated 2 years ago
- Code for the CIKM 2019 Paper: How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations☆32Updated 2 years ago
- Self-training with Weak Supervision (NAACL 2021)☆163Updated 2 years ago
- Implementation of the GBST block from the Charformer paper, in Pytorch☆119Updated 4 years ago