Rouge Python Packages

rouge-metric

A Python wrapper of the official ROUGE-1.5.5.pl script and a re-implementation of full ROUGE metrics.

rouge-chinese

Python ROUGE Score Implementation for Chinese Language Task (official rouge score)

pyrouge

A Python wrapper for the ROUGE summarization evaluation package

sumeval

Well tested & Multi-language evaluation framework for text summarization.

rouge-rust

High-performance Rust-backed ROUGE scoring for Python

ranx-k

Korean-optimized RAG evaluation toolkit based on ranx with Kiwi tokenizer and Korean language support

xlmtec

xlmtec is a powerful, modular, and interactive command-line tool for fine-tuning Large Language Models (LLMs). Multiple Techniques: Support for LoRA, QLoRA, and Prompt Tuning. Benchmarking: Built-in evaluation with ROUGE and other metrics.

textmetrics

Automatic text metrics---BLEU, ROUGE, and METEOR, pllus extras like vocab and ngrams.