{
  "dataset_ids": [
    "0xZee/dataset-CoT-Advanced-Calculus-268"
  ],
  "dataset_split": "train",
  "eval_fraction": 0.1,
  "seed": 42,
  "max_examples": null,
  "question_fields": [
    "question",
    "instruction",
    "problem",
    "prompt",
    "input"
  ],
  "reasoning_fields": [
    "CoT",
    "cot",
    "chain_of_thought",
    "reasoning",
    "analysis",
    "rationale",
    "solution"
  ],
  "answer_fields": [
    "response",
    "final_answer",
    "answer",
    "output",
    "completion"
  ],
  "save_data_audit": true,
  "data_audit_path": "./DualMind100/data_audit.jsonl",
  "student_id": "Qwen/Qwen3-1.7B",
  "teacher_id": "Qwen/Qwen3-8B",
  "student_revision": null,
  "teacher_revision": null,
  "save_dir": "./DualMind100",
  "resume_from": null,
  "use_bf16": true,
  "keep_student_fp32": true,
  "gradient_checkpointing": true,
  "gradient_checkpointing_use_reentrant": false,
  "attention_implementation": "sdpa",
  "compile_student": false,
  "teacher_load_in_4bit": false,
  "teacher_device_map": "auto",
  "teacher_offload_folder": "./teacher_offload",
  "teacher_max_memory_gpu": null,
  "teacher_max_memory_cpu": null,
  "use_8bit_optimizer": false,
  "use_paged_optimizer": true,
  "dual_mind_format": true,
  "use_chat_template": true,
  "system_prompt": "Solve the problem rigorously. Preserve assumptions, derivation, verification, and final result.",
  "preserve_full_answer": true,
  "window_size": 2048,
  "min_overlap": 128,
  "max_overlap": 384,
  "teacher_top_k": 64,
  "teacher_cache_dir": "./tkd_cache_v4",
  "teacher_context_tokens": 512,
  "vocab_logsumexp_chunk": 16384,
  "cache_log_every": 20,
  "min_expected_topk_mass": 0.85,
  "batch_size": 2,
  "grad_accum_steps": 4,
  "epochs": 3,
  "lr": 3e-06,
  "min_lr": 3e-07,
  "warmup_ratio": 0.05,
  "weight_decay": 0.01,
  "adam_beta1": 0.9,
  "adam_beta2": 0.95,
  "adam_eps": 1e-08,
  "grad_clip": 1.0,
  "temperature": 2.0,
  "kd_target_alpha": 0.35,
  "kd_start_frac": 0.1,
  "kd_end_frac": 0.4,
  "eval_kd_alpha": null,
  "jump_threshold_sigma": 3.5,
  "jump_threshold_quantile": 0.995,
  "support_turnover_weight": 0.15,
  "jump_amplifier": 1.33,
  "topology_energy_window": 32,
  "topology_pair_chunk": 512,
  "dg_window": 3,
  "gap_energy_alpha": 0.0,
  "proof_weight_start": 2.0,
  "proof_weight_end": 1.1,
  "examine_extra_multiplier": 1.15,
  "response_weight": 1.0,
  "curriculum_enabled": true,
  "curriculum_phases": 4,
  "easy_first_fraction": 0.3,
  "num_workers": 2,
  "prefetch_factor": 2,
  "log_every": 10,
  "eval_every": 100,
  "checkpoint_every_opt_steps": 250,
  "save_every_epoch": true,
  "save_best": true,
  "best_metric": "ce",
  "run_internal_checks": true,
  "inference_max_new_tokens": 768
}