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