Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
☆332Jan 10, 2024Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch☆236Jun 12, 2023Updated 2 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆91Aug 24, 2021Updated 4 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,369Mar 23, 2024Updated 2 years ago
- The elegant integration of huggingface/nlp and fastai2 and handy transforms using pure huggingface/nlp☆19Oct 6, 2020Updated 5 years ago
- ☆220Jun 8, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The implementation of DeBERTa☆2,220Sep 29, 2023Updated 2 years ago
- ML Reproducibility Challenge 2020: Electra reimplementation using PyTorch and Transformers☆12Apr 16, 2021Updated 5 years ago
- [NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining☆118Jul 25, 2023Updated 2 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…☆359Feb 22, 2022Updated 4 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆378Apr 21, 2023Updated 3 years ago
- Longformer: The Long-Document Transformer☆2,195Feb 8, 2023Updated 3 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆728Aug 29, 2022Updated 3 years ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆788May 19, 2024Updated 2 years ago
- Code for the Shortformer model, from the ACL 2021 paper by Ofir Press, Noah A. Smith and Mike Lewis.☆147Jul 26, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Fine-tuned Transformers compatible BERT models for Sequence Tagging☆40Jul 17, 2020Updated 5 years ago
- Code for using and evaluating SpanBERT.☆907Jul 25, 2023Updated 2 years ago
- A BART version of an open-domain QA model in a closed-book setup☆119Aug 13, 2020Updated 5 years ago
- Implementation of COCO-LM, Correcting and Contrasting Text Sequences for Language Model Pretraining, in Pytorch☆46Mar 3, 2021Updated 5 years ago
- ☆99Jul 7, 2020Updated 5 years ago
- [EMNLP 2022] Language Model Pre-Training with Sparse Latent Typing☆14Feb 10, 2023Updated 3 years ago
- ☆257Oct 4, 2022Updated 3 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆152Jun 10, 2022Updated 3 years ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,626Jun 12, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Python library & examples for Masked Language Model Scoring (ACL 2020)☆349Dec 20, 2022Updated 3 years ago
- A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+☆37Mar 10, 2021Updated 5 years ago
- TyDi QA contains 200k human-annotated question-answer pairs in 11 Typologically Diverse languages, written without seeing the answer and …☆318May 28, 2020Updated 5 years ago
- jiant is an nlp toolkit☆1,675Jul 6, 2023Updated 2 years ago
- A 🤗-style implementation of BERT using lambda layers instead of self-attention☆69Oct 19, 2020Updated 5 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆435Aug 17, 2022Updated 3 years ago
- ☆13Sep 2, 2021Updated 4 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,651Oct 16, 2024Updated last year
- fastai ulmfit - Pretraining the Language Model, Fine-Tuning and training a Classifier☆32Feb 9, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Reformer, the efficient Transformer, in Pytorch☆2,190Jun 21, 2023Updated 2 years ago
- Neural Text Generation with Unlikelihood Training☆311Aug 31, 2021Updated 4 years ago
- TPU support for the fastai library☆13Apr 15, 2021Updated 5 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆610Jul 11, 2024Updated last year
- Training HuggingFace models using fastai☆11Jul 22, 2021Updated 4 years ago
- Experiments for XLM-V Transformers Integeration☆13Feb 8, 2023Updated 3 years ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆788Apr 24, 2023Updated 3 years ago