{
  "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
}