Beyond generic benchmarks: How Yourbench lets enterprises evaluate AI models against actual data

VentureBeat April 2, 2025
Emilia David

Every AI model release inevitably includes charts touting how it outperformed its competitors in this benchmark test or that evaluation matrix.

However, these benchmarks often test for general capabilities. For organizations that want to use models and large language model-based agents, it’s harder to evaluate how well the agent or the model actually understands their specific needs.

Model repository Hugging Face launched Yourbench, an open-source tool where developers and enterprises can create their own benchmarks to test model performance against their internal data.

Sumuk Shashidhar, part of the evaluations research team at Hugging Face, announced Yourbench on X. The feature offers “custom benchmarking and synthetic data generation from ANY of your documents. It’s a big step towards...

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