Ekko PnC v2 is derived from jonfd/electra-small-nordic (CC BY 4.0). Modifications by RyeAI: a fused Danish punctuation and capitalization head, a running-text fine-tune, a boundary-logit calibration folded into the classifier bias, and ONNX exports. Training text included CoRal, FT Speech and NST; CoRal and FT Speech punctuation was restored by GPT-4o (Azure OpenAI). See MODEL_LICENSE.md and LICENSES/ for applicable terms and attribution.