Baseline Comparisondumbmodel.com
Baseline Comparison · dumbmodel.com

Embedding health check

Paste a handful of representative texts. We embed them with the production model and measure effective rank, space utilization, redundancy. No signup.

Method: variance-based Shannon-entropy effective rank over your sample's embedding matrix, the same telemetry the training loop monitors for collapse. Diagnostics are measured, never simulated.