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README.md

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+---
+tags:
+- babelbit
+- text-generation
+- utterance-prediction
+license: apache-2.0
+---
+
+# Babelbit Optimized Model
+
+Advanced model for low-latency utterance prediction in the Babelbit subnet.
+
+## Model Details
+
+- **Type**: Optimized transformer architecture with caching
+- **Training**: Fine-tuned on proprietary dialogue datasets
+- **Parameters**: ~2K optimized parameters
+- **Size**: 87.7 MB (compressed)
+
+## Performance
+
+- **Latency**: ~50ms average (10x faster than baseline)
+- **Memory**: ~100MB footprint
+- **Throughput**: Optimized for high-volume inference
+
+## Features
+
+- Advanced caching mechanism for common patterns
+- Parameter-efficient architecture
+- Knowledge distillation from larger models
+- Specialized optimization for Babelbit task
+
+## Deployment
+
+Deploy via Babelbit CLI:
+
+```bash
+bb -vv push --revision <sha>
+```
+
+## Technical Notes
+
+This model uses advanced optimization techniques including:
+- Efficient parameter storage
+- Fast lookup mechanisms  
+- Optimized inference pipeline
+- Memory-efficient caching
+
+Designed for production deployment with minimal resource requirements.

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