Beyond generic benchmarks: How Yourbench lets enterprises evaluate AI models against actual data
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Summary
Yourbench is an open-source model performance tool launched by hugging face that allows developers and businesses to create their own benchmarks.
The platform works by replicating subsets of the MMLU benchmark, creating questions from ingested documents and using a chosen LLM to find the best answers.
While benchmarking is not a perfect evaluation of a model’s potential performance, it is a crucial step for businesses when choosing which LLMs to implement.
Yourbench is a big step towards improving how organizations evaluate models and works with document ingestion and summarisation, and semantic chunking.
It is currently working with a wide range of models, including DeepSeek V3 and R1, and Alibaba’s Qwen series, Mistral, Llama, Gemini, GPT, and Claude.