| { | |
| "architectures": [ | |
| "MultiLabelIntentClassifier" | |
| ], | |
| "model_type": "distilbert", | |
| "num_labels": 6, | |
| "id2label": { | |
| "0": "trolling", | |
| "1": "dismissive", | |
| "2": "manipulative", | |
| "3": "emotionally_reactive", | |
| "4": "constructive", | |
| "5": "unclear" | |
| }, | |
| "label2id": { | |
| "trolling": 0, | |
| "dismissive": 1, | |
| "manipulative": 2, | |
| "emotionally_reactive": 3, | |
| "constructive": 4, | |
| "unclear": 5 | |
| }, | |
| "base_model": "distilbert-base-uncased", | |
| "task_specific_params": { | |
| "text-classification": { | |
| "problem_type": "multi_label_classification", | |
| "num_labels": 6 | |
| } | |
| }, | |
| "intent_categories": [ | |
| "trolling", | |
| "dismissive", | |
| "manipulative", | |
| "emotionally_reactive", | |
| "constructive", | |
| "unclear" | |
| ], | |
| "model_architecture": "MultiLabelIntentClassifier", | |
| "training_metrics": { | |
| "f1_macro": 0.77, | |
| "f1_trolling": 0.943, | |
| "f1_dismissive": 0.85, | |
| "f1_manipulative": 0.907, | |
| "f1_emotionally_reactive": 0.939, | |
| "f1_constructive": 0.989, | |
| "f1_unclear": 0.0 | |
| } | |
| } |