SinkFix

Prototype

Attention diagnostics

Inspect transformer attention sinks.

SinkFix analyzes BERT attention patterns, identifies high-attention tokens, and turns the result into a focused explainability report.

This prototype explains model behavior. It does not fine-tune, retrain, or claim to repair BERT.

Run diagnostics

Submit text to inspect token-level attention behavior.