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Add comprehensive model and results summary

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  1. comprehensive_summary.json +39 -0
comprehensive_summary.json ADDED
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+ {
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+ "model_name": "FlowFinal",
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+ "upload_date": "2025-08-29T14:56:47.572741",
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+ "training_date": "20250829",
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+ "total_sequences_generated": 80,
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+ "hmd_amp_predictions": 7,
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+ "hmd_amp_rate": 8.8,
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+ "best_cfg_configuration": "strong_cfg (20% AMP rate)",
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+ "training_details": {
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+ "epochs": 2000,
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+ "final_loss": 1.318,
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+ "training_time": "2.3 hours",
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+ "hardware": "H100",
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+ "dataset_size": 6983
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+ },
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+ "uploaded_files": {
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+ "model_components": 7,
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+ "weight_files": 3,
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+ "checkpoints": 3,
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+ "paper_files": 3,
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+ "training_logs": 5,
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+ "datasets": 4,
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+ "results": 5,
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+ "embeddings": 4,
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+ "decoded_sequences": 4,
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+ "apex_results": 6
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+ },
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+ "total_files_uploaded": 44,
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+ "repository_structure": {
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+ "src/": "Main model implementation files",
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+ "models/": "Trained model weights and checkpoints",
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+ "paper/": "LaTeX files and paper documentation",
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+ "training_logs/": "Complete training logs and scripts",
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+ "datasets/": "Training datasets and protein sequences",
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+ "results/": "Generated sequences and validation results",
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+ "generated_samples/": "Raw embeddings and decoded sequences",
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+ "analysis/": "APEX antimicrobial activity analysis"
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+ }
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+ }