AIPython★ 289
rentruewang/bocoel
BOCOEL: BAYESIAN OPTIMIZATION FOR LLM
bocoel — a Bayesian Optimization framework for quick LLM evaluation: 10× faster, just a few lines of code. It replaces costly benchmarks with precise search over model hyperparameter space.
// KEY FEATURES
- Speeds up LLM evaluation 10× using Bayesian Optimization instead of exhaustive search.
- Requires only a few lines of modular code to integrate into any pipeline.
- Replaces expensive benchmarks with precise search over model hyperparameter space.
- Maintains high metric accuracy, delivering reliable evaluation results.
#bayesian-optimization#benchmarking#evaluation#language-model#llm#machine-learning
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