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HaloGuard-multitask-v2

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HaloGuard-multitask-v2
File size: 1,210 Bytes
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{
  "release_dir": null,
  "preprocessed_dir": "data",
  "model_architecture": "MultiHeadGuardModel",
  "training_format": "multitask_structured",
  "num_categories": 13,
  "category_vocabulary": [
    "animal_cruelty",
    "fraud_and_social_engineering",
    "harassment_and_bullying",
    "hate_speech",
    "human_trafficking",
    "illegal_drugs",
    "non_consensual_sexual_content",
    "offensive_cyber",
    "property_crime_and_theft",
    "self_harm_and_suicide",
    "terrorism_and_extremism",
    "violence",
    "weapons_and_firearms"
  ],
  "hyperparameters": {
    "lambda_cat": 0.1,
    "unsafe_threshold": 0.5,
    "epochs": 3,
    "batch_size": 512,
    "grad_accum": 1,
    "effective_batch": 512,
    "backbone_lr": 0.0002,
    "head_lr": 0.002,
    "lr_scheduler": "cosine",
    "warmup_steps": null,
    "warmup_ratio": 0.05,
    "weight_decay": 0.01,
    "max_grad_norm": 1.0,
    "max_length": 512,
    "dropout": 0.1,
    "use_lora": true,
    "lora_rank": 32,
    "lora_alpha": 64,
    "lora_dropout": 0.05,
    "gradient_checkpointing": true,
    "pack_sequences": true,
    "save_strategy": "epoch",
    "save_steps": null,
    "eval_strategy": "epoch",
    "eval_steps": null
  }
}