evaluation system
Artificial Intelligence
Beyond Benchmarks: Why AI Evaluation Needs a Reality Check
If you may have been following AI today, you may have likely seen headlines reporting the breakthrough achievements of AI models achieving benchmark records. From ImageNet image recognition tasks to achieving superhuman scores in...
Artificial Intelligence
LLM-as-a-Judge: A Scalable Solution for Evaluating Language Models Using Language Models
The LLM-as-a-Judge framework is a scalable, automated alternative to human evaluations, which are sometimes costly, slow, and limited by the amount of responses they will feasibly assess. By utilizing an LLM to evaluate the...
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