A naukri.com initiative
Arxiv
3d
183
Image Credit: Arxiv
BenchHub: A Unified Benchmark Suite for Holistic and Customizable LLM Evaluation
- BenchHub is a dynamic benchmark repository introduced for evaluating large language models (LLMs) effectively.
- It aggregates and classifies benchmark datasets from diverse domains, integrating 303K questions across 38 benchmarks.
- BenchHub is designed for continuous updates and scalable data management to enable flexible and customizable evaluation tailored to various domains or use cases.
- Extensive experiments with various LLM families show that model performance significantly varies across domain-specific subsets, highlighting the importance of domain-aware benchmarking.
Read Full Article
11 Likes
For uninterrupted reading, download the app