Crate entrenar_bench 

Distillation benchmarking and hyperparameter sweep tool.

This crate provides tools for:

• Systematic hyperparameter sweeps
• Statistical analysis of results
• Comparison of distillation strategies

Toyota Way Principles

• Kaizen: Data-driven optimization through systematic experimentation
• Muda Elimination: Avoid wasted training runs through early stopping
• Visual Control: Clear visualization of benchmark results

Re-exports

pub use stats::StatisticalAnalyzer;

pub use stats::TestResult;

pub use strategies::DistillStrategy;

pub use strategies::StrategyComparison;

pub use sweep::SweepConfig;

pub use sweep::SweepResult;

pub use sweep::Sweeper;

Modules

stats

Statistical analysis utilities.

strategies

Distillation strategy comparison.

sweep

Hyperparameter sweep executor (Kaizen principle).

Functions

compare_strategies

Compare multiple distillation strategies.

temperature_sweep

Run a temperature sweep.