Attention Atlas
An interactive visualization of Transformer internals with a focus on attention mechanisms.
Attention Atlas
Detect and analyze bias in transformer models at token and attention levels.
Bias Detection Summary
Detected Bias Spans
Bias Attention Matrix
Shows which attention heads focus on biased tokens
Bias Propagation
How bias attention changes across layers
Combined Attention & Bias View
Attention heatmap with bias-highlighted tokens
Bias-Focused Attention Heads
Heads that pay significantly more attention to biased tokens (ratio > 1.5)