bert-guard-multi-task / label_config.json
jainsatyam26's picture
Add BERT-GUARD Multi-Task model, tokenizer, and config with README.md
c5260a8 verified
{
"label_to_id": {
"safe": 0,
"unsafe": 1
},
"violated_category_to_id": {
"Controlled/Regulated Substances": 0,
"Copyright/Trademark/Plagiarism": 1,
"Criminal Planning/Confessions": 2,
"Fraud/Deception": 3,
"Guns and Illegal Weapons": 4,
"Harassment": 5,
"Hate/Identity Hate": 6,
"High Risk Gov Decision Making": 7,
"Illegal Activity": 8,
"Immoral/Unethical": 9,
"Malware": 10,
"Manipulation": 11,
"Needs Caution": 12,
"Other": 13,
"PII/Privacy": 14,
"Political/Misinformation/Conspiracy": 15,
"Profanity": 16,
"Sexual": 17,
"Sexual (minor)": 18,
"Suicide and Self Harm": 19,
"Threat": 20,
"Unauthorized Advice": 21,
"Violence": 22
},
"id_to_label": {
"0": "safe",
"1": "unsafe"
},
"id_to_violated_category": {
"0": "Controlled/Regulated Substances",
"1": "Copyright/Trademark/Plagiarism",
"2": "Criminal Planning/Confessions",
"3": "Fraud/Deception",
"4": "Guns and Illegal Weapons",
"5": "Harassment",
"6": "Hate/Identity Hate",
"7": "High Risk Gov Decision Making",
"8": "Illegal Activity",
"9": "Immoral/Unethical",
"10": "Malware",
"11": "Manipulation",
"12": "Needs Caution",
"13": "Other",
"14": "PII/Privacy",
"15": "Political/Misinformation/Conspiracy",
"16": "Profanity",
"17": "Sexual",
"18": "Sexual (minor)",
"19": "Suicide and Self Harm",
"20": "Threat",
"21": "Unauthorized Advice",
"22": "Violence"
},
"num_prompt_labels": 2,
"num_response_labels": 2,
"num_categories": 23,
"training_config": {
"sample_percentage": 1.0,
"max_length": 256,
"train_batch_size": 16,
"eval_batch_size": 32,
"num_epochs": 3,
"grad_accumulation": 2,
"num_workers": 2,
"early_stopping_patience": 2
},
"training_type": "FULL_DATASET"
}