XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale
☆157Dec 20, 2023Updated 2 years ago
Alternatives and similar repositories for xtreme-distil-transformers
Users that are interested in xtreme-distil-transformers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆74Jul 2, 2021Updated 5 years ago
- ☆16Dec 14, 2022Updated 3 years ago
- SummVis is an interactive visualization tool for text summarization.☆254Jun 17, 2022Updated 4 years ago
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆85Updated this week
- ☆43Aug 2, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆10Jul 27, 2018Updated 8 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆470Jun 22, 2022Updated 4 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…☆358Feb 22, 2022Updated 4 years ago
- Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.☆255Nov 2, 2022Updated 4 years ago
- ☆22Mar 31, 2022Updated 4 years ago
- FastFormers - highly efficient transformer models for NLU☆702Mar 21, 2025Updated last year
- Code for our EACL-2021 paper "Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs".☆38Jun 24, 2024Updated 2 years ago
- Question-answers, collected from Google☆134Jul 23, 2021Updated 5 years ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆789Apr 24, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ICML'2022: NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework☆258Jan 7, 2024Updated 2 years ago
- The implementation of DeBERTa☆2,263Sep 29, 2023Updated 3 years ago
- Active Learning for Text Classification in Python☆646Oct 19, 2026Updated 2 weeks ago
- Our open source implementation of MiniLMv2 (https://aclanthology.org/2021.findings-acl.188)☆62Jun 12, 2023Updated 3 years ago
- Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.☆109May 20, 2022Updated 4 years ago
- MPNet: Masked and Permuted Pre-training for Language Understanding https://arxiv.org/pdf/2004.09297.pdf☆301Sep 11, 2021Updated 5 years ago
- Prune a model while finetuning or training.☆409Jun 21, 2022Updated 4 years ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆344Jul 6, 2023Updated 3 years ago
- ☆86Dec 5, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing☆796Jul 22, 2025Updated last year
- ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.☆586Apr 24, 2023Updated 3 years ago
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆188Aug 17, 2021Updated 5 years ago
- ☆93Feb 13, 2024Updated 2 years ago
- Generate multiple choice fill-in-the-blank questions from any article.☆13Dec 8, 2022Updated 3 years ago
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆64Aug 13, 2020Updated 6 years ago
- State of the art Semantic Sentence Embeddings☆100May 22, 2022Updated 4 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆432Aug 17, 2022Updated 4 years ago
- Combining encoder-based language models☆11Nov 11, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆15Dec 20, 2020Updated 5 years ago
- Code for equipping pretrained language models (BART, GPT-2, XLNet) with commonsense knowledge for generating implicit knowledge statement…☆15Jul 27, 2021Updated 5 years ago
- ☆19Oct 10, 2020Updated 6 years ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆785May 19, 2024Updated 2 years ago
- ☆65Apr 8, 2020Updated 6 years ago
- Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper☆149May 1, 2025Updated last year
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆176Jun 6, 2021Updated 5 years ago