Expand description
Coherence measurement proxies for comparing attention mechanisms.
This crate provides metrics, comparison utilities, quality guardrails, and batched evaluation tools for measuring how different attention mechanisms (e.g., baseline vs. gated) affect output coherence.
Re-exports§
pub use batch::evaluate_batch;pub use batch::BatchResult;pub use comparison::compare_attention_masks;pub use comparison::edge_flip_count;pub use comparison::jaccard_similarity;pub use comparison::ComparisonResult;pub use metrics::contradiction_rate;pub use metrics::delta_behavior;pub use metrics::entailment_consistency;pub use metrics::DeltaMetric;pub use quality::cosine_similarity;pub use quality::l2_distance;pub use quality::quality_check;pub use quality::QualityResult;
Modules§
- batch
- Batched evaluation over multiple samples.
- comparison
- Side-by-side comparison utilities for attention masks.
- metrics
- Core coherence metrics for attention mechanism evaluation.
- quality
- Quality guardrails for attention mechanism output comparison.