Behind the Hype of DeepSeek-V4: How Does the Open-Source Framework One-Eval End the AI Evaluation Nightmare?

Ten hours after the release of DeepSeek-V4, the DCAI team from Peking University quickly generated a comprehensive automated evaluation report using the newly released open-source One-Eval evaluation framework. Traditional large model evaluation processes are cumbersome, requiring significant effort in setting up testing pipelines. One-Eval significantly improves efficiency, marking a new stage in the industry.