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{
"model_name": "CSUMLM",
"description": "CognoSphere Unified Multimodal Language Model",
"version": "1.0",
"author": "Or4cl3 AI Solutions",
"framework": "TensorFlow",
"python_version": "3.x",
"deep_learning_framework": "TensorFlow",
"data_processing_framework": "Custom Pipelines",
"explainability_tools": "Integrated Visualization Tools",
"training_data": "Custom 1500 Example Dataset",
"training_steps": 100000,
"batch_size": 64,
"learning_rate": 0.0001,
"max_sequence_length": 512,
"num_layers": 12,
"num_heads": 12,
"hidden_size": 768,
"dropout_rate": 0.1,
"num_epochs": 10,
"model_type": "transformers"
}
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