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README.md

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+---
+language:
+- en
+- fr
+- es
+- de
+- it
+- pt
+- zh
+- ar
+- ru
+tags:
+- text-classification
+- intent-classification
+- enterprise-ai
+- voice-ai
+- multilingual
+- distilbert
+license: mit
+---
+
+# ConceptNet Intent Classifier
+
+Fine-tuned `distilbert-base-multilingual-cased` on the ConceptNet 4-layer enterprise voice intent taxonomy.
+
+## Accuracy
+- Overall: **98.6%**
+- Layer 3 Predictive: **100% precision**
+- Trained on 584 examples, tested on 146
+
+## The 4-Layer Taxonomy
+- **Layer 1 — Basic:** "Do X" — immediate execution
+- **Layer 2 — Context-Aware:** "Do X when Y" — conditional execution  
+- **Layer 3 — Predictive:** "Do X before Y" — proactive execution
+- **Layer 4 — Autonomous:** "Do X always" — persistent agent deployment
+
+## Languages
+English · French · Spanish · German · Italian · Portuguese · Chinese · Arabic · Russian
+
+## Usage
+```python
+from transformers import pipeline
+classifier = pipeline("text-classification", model="conceptnetUk/intent-classifier")
+classifier("Send the report when the contract is signed")
+```
+
+## Links
+- Sandbox: https://conceptnet.co.uk/sandbox/
+- GitHub: https://github.com/wushu75/ConceptNet
+- Website: https://conceptnet.co.uk
+
+*Patents pending · © 2026 ConceptNet Ltd*