初始化项目，由ModelHub XC社区提供模型

Model: reaperdoesntknow/DualMind-TKD-Agentic-1.7B
Source: Original Platform

training_artifacts/DualMind100_config.json

@@ -0,0 +1,107 @@
+{
+  "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
+}