T5 Python Packages

fastt5

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，Qwen2.5等模型应用在纠错场景，开箱即用。

keytotext

Keywords to Sentences

frame-semantic-transformer

Frame Semantic Parser based on T5 and FrameNet

absum

Abstractive Summarization for Data Augmentation

smarty-gpt

A wrapper of LLMs that biases its behaviour using prompts and contexts in a transparent manner to the end-users

ratransformers

RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!

simplet5

simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.

textgen

TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，T5，UDA等模型的训练和预测，开箱即用。

bert-seq2seq-ddp

bert_seq2seq的DDP版本，支持bert、roberta、nezha、t5、gpt2等模型，支持seq2seq、ner、关系抽取等任务，无需添加额外代码，轻松启动DDP多卡训练。

t2t-tuner

Convenient Text-to-Text Training for Transformers

lmqg

Multilingual/multidomain question generation datasets, models, and python library for question generation.

instruction-ner

Unofficial implementation of paper "InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER" (https://arxiv.org/pdf/2203.03903v1.pdf)

turkish-lm-tuner

Turkish LM Tuner

databalancer

Databalancer is the python library using in machine learning applications to balance the imbalanced text classification datasets before the model training.

keyphrasetransformer

KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction | Keyword extraction

pytriplet

A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+