| { | |
| "model_type": "multimodal_framework", | |
| "embedding_dim": 64, | |
| "unified_dim": 128, | |
| "num_modalities": 3, | |
| "modalities": [ | |
| "academic", | |
| "behavioral", | |
| "activity" | |
| ], | |
| "input_dims": { | |
| "academic": 5, | |
| "behavioral": 5, | |
| "activity": 5 | |
| }, | |
| "training": { | |
| "method": "SimCLR contrastive learning", | |
| "epochs": 184, | |
| "best_loss": 0.5869, | |
| "temperature": 0.07, | |
| "batch_size": 128, | |
| "hardware": "NVIDIA RTX 3050 4GB" | |
| }, | |
| "metrics": { | |
| "silhouette_score": 0.331, | |
| "adjusted_rand_index": 0.9989 | |
| } | |
| } |