| { | |
| "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 | |
| } |