| { | |
| "model_type": "pubguard", | |
| "architecture": "multi_head_linear", | |
| "embedding_backbone": "minishlab/potion-base-32M", | |
| "embedding_dim": 512, | |
| "structural_features": 14, | |
| "heads": { | |
| "doc_type": { | |
| "classes": [ | |
| "scientific_paper", | |
| "poster", | |
| "abstract_only", | |
| "junk" | |
| ], | |
| "num_classes": 4, | |
| "input_dim": 526, | |
| "accuracy": 0.997, | |
| "head_file": "models/head_doc_type.npz" | |
| }, | |
| "ai_detect": { | |
| "classes": [ | |
| "human", | |
| "ai_generated" | |
| ], | |
| "num_classes": 2, | |
| "input_dim": 512, | |
| "accuracy": 0.834, | |
| "head_file": "models/head_ai_detect.npz" | |
| }, | |
| "toxicity": { | |
| "classes": [ | |
| "clean", | |
| "toxic" | |
| ], | |
| "num_classes": 2, | |
| "input_dim": 512, | |
| "accuracy": 0.847, | |
| "head_file": "models/head_toxicity.npz" | |
| } | |
| }, | |
| "classifier": "LogisticRegression", | |
| "library_name": "model2vec" | |
| } |