LLM Evals: Everything You Need to Know – Hamel’s Blog - Hamel Husain
A comprehensive guide to LLM evals, drawn from questions asked in our popular course on AI Evals. Covers everything from basic to advanced topics.
AI Benchmarking Platform
Summary
Vals AI offers private, domain‑specific benchmarks that let organizations evaluate large language model performance in legal, tax, and finance use cases. The service provides proprietary datasets and live leaderboards, enabling unbiased task‑focused comparisons created with input from subject‑matter experts.
Highlights
- Private benchmarks tailored to legal, tax, and finance domains
- Proprietary datasets and live leaderboards for transparent model comparison
- Collaboration with domain experts ensures real world relevance
- Includes recent releases such as the Finance Agent Benchmark
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Context
Audience
AI researchers, data scientists, and product teams building or evaluating language models for legal, tax, or financial applications
DomainArtificial Intelligence Evaluation
Formatonline benchmarking service
Accesssubscription based (private benchmarks)
Topics
Related
OpenAI EvalsBigBenchGLUE benchmarkMMLULegalEval
