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README.md
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# 🤏🏻🏭SmolFactory
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<table>
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</table>
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## 🤖 Automatically Push Model, Spaces, Datasets & Monitoring
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- **Trackio Monitoring Space**: Real-time training metrics, loss curves, and resource utilization
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- **Demo Spaces**: Instant web interfaces for model testing and demonstration
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- **Automatic Deployment**: Spaces created and configured automatically during the pipeline
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### 📈 **Custom Trackio Monitoring**
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- **Real-time Metrics**: Live training loss, learning rate, gradient norms, and GPU utilization
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- **Custom Dashboards**: Tailored visualizations for SmolLM3 fine-tuning
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- **Artifact Logging**: Model checkpoints, configuration files, and training logs
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# 🤏🏻🏭SmolFactory
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SmolFactory helps you train , monitor and deploy your Smollm3 finetune , and more !
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</table>
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Train and deploy your model with one simple command !
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## 🤖 Automatically Push Model, Spaces, Datasets & Monitoring
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- **Automatic Deployment**: Spaces created and configured automatically during the pipeline
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- **Trackio Monitoring Space**: Real-time training metrics, loss curves, and resource utilization
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- **Demo Spaces**: Instant web interfaces for model testing and demonstration
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- **Real-time Metrics**: Live training loss, learning rate, gradient norms, and GPU utilization
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- **Custom Dashboards**: Tailored visualizations for SmolLM3 fine-tuning
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- **Artifact Logging**: Model checkpoints, configuration files, and training logs
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