# Multi-dimensional Evaluation

SummLlama3-8B is a text summarization model initialized from Llama3-8B-Instruct, optimized through large-scale summarization feedback via DPO training, demonstrating excellent performance in faithfulness, completeness, and conciseness.

UniEval is a unified multi-dimensional text generation evaluation framework designed to provide comprehensive multi-dimensional assessments of generated texts through pre-trained evaluators.

UniEval is a multi-dimensional evaluation framework for natural language generation tasks, with unieval-dialog being its pre-trained evaluator specifically for dialogue response generation tasks.

UniTE is a unified framework for evaluating translation quality, specifically optimized for English target translation tasks.