🎙️ Echo-DSRN 114M SmolTools: Multilingual Intent Classifier

High-Fidelity 1-Shot Inference & Observability Cockpit

This dashboard provides real-time intent classification across 60 categories.

🚀 Model Lineage:

  • Base: ethicalabs/Echo-DSRN-114M-v0.1.2
  • Adapter: ethicalabs/Echo-SmolTools-114M-Intent-PEFT

⚠️ Limitations: While highly optimized for edge-routing, accuracy varies by locale. The 114M model may occasionally confuse overlapping semantic clusters (e.g., calendar vs. alarm) in low-context utterances.

Target Locale
Select target language for intent examples.
Example Utterances
Pre-compiled samples from the Amazon MASSIVE validation set.

🏷️ Predicted Intent

Telemetry: 0.0 TPS

🧠 DSRN Core Observability