{ "model_type": "RetNet", "task": "text-classification", "architecture": "ProductionRetNet", "vocab_size": 50257, "model_dim": 512, "num_layers": 6, "num_heads": 8, "num_classes": 7, "max_length": 512, "labels": [ "EXPLICIT-DISCLAIMER", "EXPLICIT-OFFENSIVE", "EXPLICIT-SEXUAL", "EXPLICIT-VIOLENT", "NON-EXPLICIT", "SEXUAL-REFERENCE", "SUGGESTIVE" ], "label_to_id": { "EXPLICIT-DISCLAIMER": 0, "EXPLICIT-OFFENSIVE": 1, "EXPLICIT-SEXUAL": 2, "EXPLICIT-VIOLENT": 3, "NON-EXPLICIT": 4, "SEXUAL-REFERENCE": 5, "SUGGESTIVE": 6 }, "id_to_label": { "0": "EXPLICIT-DISCLAIMER", "1": "EXPLICIT-OFFENSIVE", "2": "EXPLICIT-SEXUAL", "3": "EXPLICIT-VIOLENT", "4": "NON-EXPLICIT", "5": "SEXUAL-REFERENCE", "6": "SUGGESTIVE" }, "tokenizer": "gpt2", "performance": { "holdout_accuracy": 0.7441, "holdout_macro_f1": 0.639, "inference_speed": "1574 paragraphs/sec", "parameters": 45029943 }, "training": { "dataset_size": 119023, "train_samples": 101771, "val_samples": 11304, "holdout_samples": 5948, "epochs": 5, "training_time_hours": 4.9, "focal_loss_gamma": 2.0 }, "model_file": "model.safetensors", "format": "safetensors" }