Components of the assessment system
Kimi-Audio-Evalkit is a standardized evaluation tool accompanying the project, which contains three core components: a multi-dimensional indicator evaluation system (covering 12 indicators such as WER, BLEU, etc.), a unified dataset interface (supporting 8 mainstream datasets such as LibriSpeech), and an automated testing process. The toolkit supports developers to quickly verify the effect of model improvement, for example, through comparative experiments to prove that the inference speed is increased by 2.3 times under bfloat16 precision while maintaining the accuracy of 99%.
Value in use
- Provide a baseline model performance comparison table
- Support for customized dataset import evaluation
- Generate visual comparison reports
This answer comes from the articleKimi-Audio: Open Source Audio Processing and Dialogue Base ModelingThe
May not be reproduced without permission:AI productivity tools " Kimi-Audio's Evaluation Toolkit Provides Standardized Benchmarks for Model Performance Optimization
