MathTutor-MIA-Defense / config.json
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{
"model_name": "Qwen/Qwen2.5-Math-1.5B-Instruct",
"lora_r": 8,
"lora_alpha": 16,
"lora_dropout": 0.05,
"target_modules": [
"q_proj",
"k_proj",
"v_proj",
"o_proj"
],
"num_train_epochs": 10,
"per_device_train_batch_size": 2,
"gradient_accumulation_steps": 8,
"learning_rate": 0.0002,
"lr_scheduler_type": "cosine",
"warmup_ratio": 0.05,
"weight_decay": 0.01,
"fp16": true,
"max_seq_length": 512,
"label_smoothing_configs": [
0.0,
0.02,
0.05,
0.1,
0.2
],
"perturbation_sigmas": [
0.005,
0.01,
0.015,
0.02,
0.025,
0.03
],
"data_seed": 42,
"data_size": 2000,
"eval_questions": 300,
"created_at": "2026-03-11 17:52:45"
}