Shivanandroy / simpleT5
simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.
☆387Updated last year
Related projects ⓘ
Alternatives and complementary repositories for simpleT5
- Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive…☆427Updated last year
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆376Updated last year
- Resources for the "SummEval: Re-evaluating Summarization Evaluation" paper☆370Updated 4 months ago
- A repo to explore different NLP tasks which can be solved using T5☆169Updated 3 years ago
- ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.☆565Updated last year
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆187Updated 3 years ago
- Efficient Attention for Long Sequence Processing☆87Updated 10 months ago
- Autoregressive Entity Retrieval☆763Updated last year
- A simple approach to use GPT2-medium (345M) for generating high quality text summaries with minimal training.☆157Updated last year
- BARTScore: Evaluating Generated Text as Text Generation☆324Updated 2 years ago
- Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper☆284Updated last year
- ☆344Updated 3 years 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…☆431Updated last year
- ☆179Updated last year
- Fine-tuning GPT-2 Small for Question Answering☆129Updated last year
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆322Updated last year
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆776Updated 5 months ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆605Updated 2 years ago
- A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/ca…☆476Updated 10 months ago
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆692Updated last year
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆253Updated this week
- UnifiedQA: Crossing Format Boundaries With a Single QA System☆428Updated 2 years ago
- Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)☆457Updated 2 years ago
- ACL 2022: BRIO: Bringing Order to Abstractive Summarization☆330Updated 3 weeks ago
- A search engine for ParlAI's BlenderBot project (and probably other ones as well)☆132Updated 2 years ago
- Officially supported AllenNLP models☆527Updated last year
- Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.☆518Updated 3 months ago
- Interpretable Evaluation for AI Systems☆362Updated last year
- Fine tune a T5 transformer model using PyTorch & Transformers🤗☆196Updated 3 years ago