Ki6an / fastT5Links
⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
☆586Updated 2 years ago
Alternatives and similar repositories for fastT5
Users that are interested in fastT5 are comparing it to the libraries listed below
Sorting:
- simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.☆397Updated 2 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆433Updated 2 years ago
- Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.☆256Updated 2 years ago
- NeuSpell: A Neural Spelling Correction Toolkit☆696Updated 2 years ago
- ☆515Updated last year
- FastFormers - highly efficient transformer models for NLU☆705Updated 4 months ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆790Updated 2 years ago
- Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive…☆438Updated 2 months ago
- Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpe…☆437Updated 2 years ago
- Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagg…☆930Updated last year
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆330Updated last year
- This dataset contains synthetic training data for grammatical error correction. The corpus is generated by corrupting clean sentences fro…☆160Updated 10 months ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆605Updated 3 years ago
- Autoregressive Entity Retrieval☆793Updated 2 years ago
- XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 ty…☆645Updated 2 years ago
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,687Updated 9 months ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆787Updated last year
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆473Updated 3 years ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆337Updated 2 years ago
- Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.☆538Updated 3 months ago
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆389Updated 2 years ago
- ☆1,279Updated 2 years ago
- Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing☆760Updated 2 weeks ago
- Efficient Attention for Long Sequence Processing☆97Updated last year
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆188Updated 3 years ago
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆748Updated 2 years ago
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆314Updated last year
- Prune a model while finetuning or training.☆403Updated 3 years ago
- Tools to download and cleanup Common Crawl data☆1,021Updated 2 years ago
- [ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction☆309Updated 2 years ago