Delete uncertainty_adapter_train_result.json

uncertainty_adapter_train_result.json

@@ -1,564 +0,0 @@
-{
-  "artifacts": {
-    "adapter_dir": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/adapter",
-    "best_checkpoint_manifest": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/best_checkpoint_manifest.json",
-    "epoch_history": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/epoch_history.json",
-    "eval_jsonl": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/uncertainty_eval.jsonl",
-    "host_manifest": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/host_manifest.json",
-    "plan_json": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/uncertainty_adapter_plan.json",
-    "tokenizer_dir": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/tokenizer",
-    "train_jsonl": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/uncertainty_train.jsonl",
-    "training_manifest": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/uncertainty_training_manifest.json",
-    "uncertainty_head": "/private/wang_libo/veriloop_coder_e1/outputs/uncertainty_qwen36_rootfix_run1/uncertainty_head.pt"
-  },
-  "dataset": {
-    "eval_modes": {
-      "conflicting_evidence": 5,
-      "evidence_gap": 5,
-      "exec_required": 5,
-      "high_risk": 5,
-      "low_uncertainty": 5,
-      "patch_pending": 5,
-      "reverse_engineering_ambiguity": 5,
-      "self_check_failure": 5,
-      "spec_mismatch": 5,
-      "validator_negation": 5,
-      "worktree_conflict": 5
-    },
-    "eval_size": 55,
-    "train_modes": {
-      "conflicting_evidence": 14,
-      "evidence_gap": 14,
-      "exec_required": 14,
-      "high_risk": 14,
-      "low_uncertainty": 14,
-      "patch_pending": 14,
-      "reverse_engineering_ambiguity": 14,
-      "self_check_failure": 14,
-      "spec_mismatch": 14,
-      "validator_negation": 14,
-      "worktree_conflict": 14
-    },
-    "train_size": 154
-  },
-  "eval_metrics": {
-    "adapter_exported": true,
-    "auto_lora_from_ia3": false,
-    "best_epoch": 2,
-    "best_quality_score": 0.8625935807221907,
-    "count": 55,
-    "mae": {
-      "u_answer": 0.15174226462841034,
-      "u_evidence": 0.19610758125782013,
-      "u_exec": 0.18561214208602905,
-      "u_risk": 0.1553734689950943,
-      "u_spec": 0.21633382141590118
-    },
-    "mean_mae": 0.18103384971618652,
-    "mean_rmse": 0.24169571697711945,
-    "moderate_accuracy": 0.6727272727272727,
-    "peft_method": "lora_narrow",
-    "quality_score": 0.8625935807221907,
-    "rmse": {
-      "u_answer": 0.18724055588245392,
-      "u_evidence": 0.22527915239334106,
-      "u_exec": 0.25238174200057983,
-      "u_risk": 0.20667441189289093,
-      "u_spec": 0.3369026482105255
-    },
-    "tight_accuracy": 0.4,
-    "used_peft": true,
-    "weighted_mae": 0.18083095811830807,
-    "weighted_rmse": 0.24125460771003793
-  },
-  "plan": {
-    "adapter_alpha": 16,
-    "adapter_dropout": 0.05,
-    "adapter_rank": 8,
-    "backbone_manifest": {
-      "host_inventory_size": 79
-    },
-    "config": {
-      "allow_backbone_bridge": false,
-      "backbone": "/public/wang_libo/veriloop_coder_e1/model",
-      "bf16": true,
-      "cache_dir": null,
-      "cpu_max_memory_gib": 96,
-      "dataset_jsonl": null,
-      "dim_weights": {
-        "u_answer": 1.1,
-        "u_evidence": 1.35,
-        "u_exec": 1.35,
-        "u_risk": 1.55,
-        "u_spec": 1.25
-      },
-      "early_stopping_min_delta": 0.001,
-      "early_stopping_patience": 2,
-      "enable_synthetic_dataset": true,
-      "eval_jsonl": null,
-      "eval_samples_per_mode": 5,
-      "fp16": false,
-      "gpu_max_memory_gib": 44,
-      "gradient_accumulation_steps": 16,
-      "host_dropout": 0.0,
-      "learning_rate": 2e-05,
-      "local_files_only": true,
-      "logging_steps": 10,
-      "max_grad_norm": 1.0,
-      "max_length": 1664,
-      "min_epochs_before_early_stop": 2,
-      "num_train_epochs": 4.0,
-      "output_dir": "./outputs/uncertainty_qwen36_rootfix_run1",
-      "per_device_eval_batch_size": 1,
-      "per_device_train_batch_size": 1,
-      "prefer_best_checkpoint_export": true,
-      "probe_dropout": 0.03,
-      "probe_hidden_factor": 0.75,
-      "product_line": "veriloop_coder",
-      "quantization_mode": "4bit",
-      "quantization_required": false,
-      "require_trainable_targets": true,
-      "revision": null,
-      "run_post_train_eval": true,
-      "save_best_checkpoint": true,
-      "seed": 11,
-      "selection_mode": "minimal",
-      "train_samples_per_mode": 14,
-      "training_mode": "mounted_head",
-      "trust_remote_code": true,
-      "use_double_quant": true,
-      "warmup_ratio": 0.05,
-      "weight_decay": 0.0,
-      "weighted_mae_penalty": 0.5,
-      "weighted_rmse_penalty": 0.5
-    },
-    "dataset_summary": {
-      "eval_modes": {
-        "conflicting_evidence": 5,
-        "evidence_gap": 5,
-        "exec_required": 5,
-        "high_risk": 5,
-        "low_uncertainty": 5,
-        "patch_pending": 5,
-        "reverse_engineering_ambiguity": 5,
-        "self_check_failure": 5,
-        "spec_mismatch": 5,
-        "validator_negation": 5,
-        "worktree_conflict": 5
-      },
-      "eval_size": 55,
-      "train_modes": {
-        "conflicting_evidence": 14,
-        "evidence_gap": 14,
-        "exec_required": 14,
-        "high_risk": 14,
-        "low_uncertainty": 14,
-        "patch_pending": 14,
-        "reverse_engineering_ambiguity": 14,
-        "self_check_failure": 14,
-        "spec_mismatch": 14,
-        "validator_negation": 14,
-        "worktree_conflict": 14
-      },
-      "train_size": 154
-    },
-    "head_strategy": "host_head",
-    "notes": [
-      "Primary route is host-surface-first uncertainty training.",
-      "Validator receipts, self-check failure, reverse-engineering ambiguity, worktree conflicts, and patch continuity are first-class signals.",
-      "DualPath, Full AttnRes, mHC, routers, experts, and broad attention-layer PEFT stay excluded.",
-      "This adapter should improve runtime uncertainty routing, not general coding free-formity."
-    ],
-    "peft_method": "lora_narrow",
-    "recipe": {
-      "adapter_family": "uncertainty",
-      "backbone": "/public/wang_libo/veriloop_coder_e1/model",
-      "backbone_family": "qwen_dense",
-      "excluded_patterns": [
-        "(?i)\\bdualpath\\b",
-        "(?i)\\bmhc\\b",
-        "(?i)\\bfull[_\\- ]?attnres\\b",
-        "(?i)\\battnres(_full)?\\b",
-        "(?i)\\brouter\\b",
-        "(?i)\\bexperts?\\b",
-        "(?i)\\bmoe\\b.*\\b(gate|router|expert)\\b",
-        "(?i)\\brope\\b.*\\b(freq|inv_freq|theta|rotary)\\b",
-        "(?i)\\bkvcache\\b",
-        "(?i)\\bposition_embedding\\b",
-        "(?i)\\bembed(tokens|ding)?\\b",
-        "(?i)\\blm_head\\b"
-      ],
-      "harness_constraints": [
-        "Harness Engineering remains the primary convergence layer.",
-        "Adapter must not bypass runtime orchestrator / validator / rollback loops.",
-        "Adapter outputs remain subordinate to VeriLoop control-plane decisions.",
-        "Adapter must not create hidden prompt-style memory authority.",
-        "Adapter must support bounded uncertainty calibration rather than generic hesitation.",
-        "Validator and receipt evidence must remain able to update uncertainty."
-      ],
-      "hyperparams": {
-        "alpha": 16,
-        "bias": "none",
-        "dropout": 0.05,
-        "fan_in_fan_out": false,
-        "modules_to_save": [
-          "input_layernorm"
-        ],
-        "r": 8,
-        "task_type": "CAUSAL_LM"
-      },
-      "merge_policy": "merge_after_guard",
-      "metadata": {
-        "allow_backbone_bridge": false,
-        "allow_vla_action_expert": false,
-        "harness_first": true,
-        "prefer_explicit_heads": true,
-        "prefer_qlora_for_backbone_bridge": true,
-        "require_harness_first": true,
-        "selector_group_count": 2,
-        "strict_narrow_scope": true,
-        "trainer": "veriloop.uncertainty_adapter_trainer.v5.qwen36",
-        "uncertainty_training": true
-      },
-      "notes": [
-        "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op.",
-        "Backbone family inferred as qwen_dense.",
-        "PEFT method resolved as lora_narrow.",
-        "Recipe is harness-first: runtime convergence remains in VeriLoop control-plane + harness, not in broad weight surgery.",
-        "Block AttnRes, DualPath, mHC hooks, RoPE, KV-cache, and broad MoE routing remain structurally excluded."
-      ],
-      "peft_method": "lora_narrow",
-      "precision_policy": "auto",
-      "product_line": "veriloop_coder",
-      "regression_requirements": [
-        "Must pass PEFT regression guard structural policy checks.",
-        "Must not introduce forbidden backbone/serving structural targets.",
-        "Must preserve harness regression envelope for the selected product line.",
-        "Budgeted uncertainty convergence must not regress.",
-        "Uncertainty calibration must not collapse into generic caution."
-      ],
-      "target_groups": [
-        {
-          "alpha": 16,
-          "dropout": 0.0,
-          "name": "group_1_custom_control_head",
-          "rank": 8,
-          "rationale": "Prefer explicit uncertainty / calibration heads over backbone surgery.",
-          "surface": "custom_control_head",
-          "target_modules": [
-            "uncertainty_head",
-            "uncertainty_head.calibration_mlp",
-            "uncertainty_head.proj"
-          ]
-        },
-        {
-          "alpha": 16,
-          "dropout": 0.0,
-          "name": "group_2_custom_validator_bridge",
-          "rank": 8,
-          "rationale": "Validation and rollback fidelity should prefer explicit validator / rollback bridges.",
-          "surface": "custom_validator_bridge",
-          "target_modules": [
-            "failure_signal_bridge",
-            "failure_signal_bridge.rollback_bridge",
-            "rollback_adapter",
-            "rollback_adapter.head",
-            "sandbox_rollback_bridge",
-            "sandbox_rollback_bridge.adapter",
-            "validator_feedback_bridge",
-            "validator_feedback_bridge.adapter",
-            "validator_feedback_loop.rollback_adapter"
-          ]
-        }
-      ],
-      "target_modules": [
-        "uncertainty_head",
-        "uncertainty_head.calibration_mlp",
-        "uncertainty_head.proj",
-        "failure_signal_bridge",
-        "failure_signal_bridge.rollback_bridge",
-        "rollback_adapter",
-        "rollback_adapter.head",
-        "sandbox_rollback_bridge",
-        "sandbox_rollback_bridge.adapter",
-        "validator_feedback_bridge",
-        "validator_feedback_bridge.adapter",
-        "validator_feedback_loop.rollback_adapter"
-      ],
-      "version": "veriloop.lora_recipe_veriloop.v2"
-    },
-    "selected_target_modules": [
-      "uncertainty_head",
-      "uncertainty_head.calibration_mlp",
-      "uncertainty_head.proj"
-    ],
-    "target_selection": {
-      "backbone_archetype": "qwen_dense",
-      "exclusions": [
-        {
-          "pattern": "(^|\\.)lm_head($|\\.)",
-          "reason": "Do not retune final token head; too broad and evaluation-heavy."
-        },
-        {
-          "pattern": "(^|\\.)embed_tokens($|\\.)",
-          "reason": "Embedding surgery risks broad semantic drift."
-        },
-        {
-          "pattern": "(^|\\.)norm($|\\.)",
-          "reason": "Global norm tuning can destabilize calibration across scenes."
-        },
-        {
-          "pattern": "attnres|attention_residual",
-          "reason": "Block AttnRes may be mounted structurally but is never a PEFT target."
-        },
-        {
-          "pattern": "dualpath",
-          "reason": "DualPath is serving/runtime infrastructure only."
-        },
-        {
-          "pattern": "mhc|hyper[-_]?connection",
-          "reason": "mHC-inspired stability hooks remain structural, not PEFT surfaces."
-        },
-        {
-          "pattern": "rope|rotary",
-          "reason": "RoPE/context surgery is handled architecturally, not by narrow PEFT here."
-        },
-        {
-          "pattern": "kvcache|kv_cache",
-          "reason": "KV-cache runtime surfaces are not PEFT targets."
-        },
-        {
-          "pattern": "(^|\\.)memory(_store|_bank)?($|\\.)",
-          "reason": "Persistent memory stores are harness/runtime policy surfaces, not PEFT targets."
-        }
-      ],
-      "inventory_size": 79,
-      "inventory_source": "provided_names",
-      "notes": [
-        "Harness Engineering is primary; PEFT is limited to obedience-facing, interface-facing support surfaces.",
-        "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op."
-      ],
-      "recommended_training": "ia3_head_only",
-      "request": {
-        "allow_backbone_bridge": false,
-        "allow_vla_action_expert": false,
-        "backbone": "/public/wang_libo/veriloop_coder_e1/model",
-        "explicit_exclude_patterns": [],
-        "explicit_include_patterns": [],
-        "intents": [
-          "uncertainty",
-          "validator_alignment",
-          "harness_alignment",
-          "runtime_protocol",
-          "session_continuity",
-          "worktree_discipline"
-        ],
-        "prefer_qlora_for_backbone_bridge": true,
-        "product_line": "veriloop_coder",
-        "selection_mode": "minimal"
-      },
-      "selected_groups": [
-        {
-          "alpha": 16,
-          "dropout": 0.0,
-          "exclude_patterns": [
-            "(^|\\.)lm_head($|\\.)",
-            "(^|\\.)embed_tokens($|\\.)",
-            "(^|\\.)norm($|\\.)",
-            "attnres|attention_residual",
-            "dualpath",
-            "mhc|hyper[-_]?connection",
-            "rope|rotary",
-            "kvcache|kv_cache",
-            "(^|\\.)memory(_store|_bank)?($|\\.)"
-          ],
-          "include_patterns": [
-            "(^|\\.)(uncertainty_head|uncertainty_adapter|calib(_head|ration_adapter)?)($|\\.)"
-          ],
-          "intents": [
-            "uncertainty"
-          ],
-          "layer_window": {
-            "mode": "all",
-            "value": 0.0
-          },
-          "matched_module_names": [
-            "uncertainty_head",
-            "uncertainty_head.calibration_mlp",
-            "uncertainty_head.proj"
-          ],
-          "name": "group_1_custom_control_head",
-          "rank": 8,
-          "rationale": "Prefer explicit uncertainty / calibration heads over backbone surgery.",
-          "risk": "low",
-          "surface": "custom_control_head"
-        },
-        {
-          "alpha": 16,
-          "dropout": 0.05,
-          "exclude_patterns": [
-            "(^|\\.)lm_head($|\\.)",
-            "(^|\\.)embed_tokens($|\\.)",
-            "(^|\\.)norm($|\\.)",
-            "attnres|attention_residual",
-            "dualpath",
-            "mhc|hyper[-_]?connection",
-            "rope|rotary",
-            "kvcache|kv_cache",
-            "(^|\\.)memory(_store|_bank)?($|\\.)"
-          ],
-          "include_patterns": [
-            "(^|\\.)(runtime_harness|query_runtime|task_brief|task_runtime|tool_protocol|permission_context|worktree|session_state|request_normalizer|action_allowlist|constraint_guard|progress_state|workspace_snapshot|repo_contract|knowledge_entry|completion_criteria|search_bridge|sandbox_search_bridge)(_adapter|_bridge|_head)?($|\\.)",
-            "(^|\\.)(toolspec|tool(_call)?(_grammar|_interface)?|harness|validator|rollback|receipt|patch|permission|session|worktree)(_adapter|_bridge|_head)?($|\\.)"
-          ],
-          "intents": [
-            "harness_alignment",
-            "runtime_protocol",
-            "session_continuity",
-            "worktree_discipline"
-          ],
-          "layer_window": {
-            "mode": "all",
-            "value": 0.0
-          },
-          "matched_module_names": [
-            "failure_signal_bridge.rollback_bridge",
-            "request_normalizer",
-            "request_normalizer.adapter",
-            "rollback_adapter",
-            "rollback_adapter.head",
-            "runtime_harness_adapter",
-            "runtime_harness_adapter.bridge",
-            "tool_protocol_adapter",
-            "tool_protocol_adapter.bridge",
-            "toolspec_bridge",
-            "toolspec_bridge.adapter",
-            "toolspec_head",
-            "toolspec_head.param_schema_adapter",
-            "toolspec_head.postcondition_adapter",
-            "toolspec_head.precondition_adapter",
-            "toolspec_head.receipt_formatter",
-            "toolspec_head.trigger_gate",
-            "toolspec_head.validator_gate",
-            "validator_feedback_loop.rollback_adapter"
-          ],
-          "name": "group_2_custom_runtime_harness_bridge",
-          "rank": 8,
-          "rationale": "Runtime / harness obedience should attach to explicit interface bridges before any backbone fallback.",
-          "risk": "low",
-          "surface": "custom_runtime_harness_bridge"
-        },
-        {
-          "alpha": 16,
-          "dropout": 0.0,
-          "exclude_patterns": [
-            "(^|\\.)lm_head($|\\.)",
-            "(^|\\.)embed_tokens($|\\.)",
-            "(^|\\.)norm($|\\.)",
-            "attnres|attention_residual",
-            "dualpath",
-            "mhc|hyper[-_]?connection",
-            "rope|rotary",
-            "kvcache|kv_cache",
-            "(^|\\.)memory(_store|_bank)?($|\\.)"
-          ],
-          "include_patterns": [
-            "(^|\\.)(validator_feedback|sandbox_result_validator|sandbox_rollback_bridge|failure_signal|rollback)(_adapter|_bridge|_head)?($|\\.)"
-          ],
-          "intents": [
-            "validator_alignment"
-          ],
-          "layer_window": {
-            "mode": "all",
-            "value": 0.0
-          },
-          "matched_module_names": [
-            "failure_signal_bridge",
-            "failure_signal_bridge.rollback_bridge",
-            "rollback_adapter",
-            "rollback_adapter.head",
-            "sandbox_rollback_bridge",
-            "sandbox_rollback_bridge.adapter",
-            "validator_feedback_bridge",
-            "validator_feedback_bridge.adapter",
-            "validator_feedback_loop.rollback_adapter"
-          ],
-          "name": "group_3_custom_validator_bridge",
-          "rank": 8,
-          "rationale": "Validation and rollback fidelity should prefer explicit validator / rollback bridges.",
-          "risk": "low",
-          "surface": "custom_validator_bridge"
-        },
-        {
-          "alpha": 8,
-          "dropout": 0.0,
-          "exclude_patterns": [
-            "(^|\\.)lm_head($|\\.)",
-            "(^|\\.)embed_tokens($|\\.)",
-            "(^|\\.)norm($|\\.)",
-            "attnres|attention_residual",
-            "dualpath",
-            "mhc|hyper[-_]?connection",
-            "rope|rotary",
-            "kvcache|kv_cache",
-            "(^|\\.)memory(_store|_bank)?($|\\.)"
-          ],
-          "include_patterns": [
-            "(^|\\.)(memory_boundary_guard|episodic_memory|session_compactor)(_adapter|_bridge|_head)?($|\\.)"
-          ],
-          "intents": [
-            "session_continuity"
-          ],
-          "layer_window": {
-            "mode": "all",
-            "value": 0.0
-          },
-          "matched_module_names": [
-            "episodic_memory",
-            "episodic_memory.adapter",
-            "memory_boundary_guard",
-            "memory_boundary_guard.adapter",
-            "memory_boundary_guard.rollback_filter",
-            "session_compactor",
-            "session_compactor.adapter"
-          ],
-          "name": "group_4_custom_memory_boundary_bridge",
-          "rank": 4,
-          "rationale": "Session continuity should bind to boundary-aware memory packet surfaces rather than broad backbone tuning.",
-          "risk": "low",
-          "surface": "custom_memory_boundary_bridge"
-        }
-      ],
-      "upstream_profile_hint": null,
-      "version": "veriloop.peft_target_selector.v2",
-      "warnings": []
-    },
-    "training_mode": "mounted_head",
-    "version": "veriloop.uncertainty_adapter_trainer.v5.qwen36",
-    "warnings": [
-      "Harness Engineering is primary; PEFT is limited to obedience-facing, interface-facing support surfaces.",
-      "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op."
-    ]
-  },
-  "status": "trained",
-  "train_metrics": {
-    "adapter_exported": true,
-    "auto_lora_from_ia3": false,
-    "best_epoch": 2,
-    "best_quality_score": 0.8625935807221907,
-    "epochs_completed": 4,
-    "loss": 0.009006613283418119,
-    "micro_batches": 154,
-    "micro_batches_total": 616,
-    "optimizer_steps": 10,
-    "optimizer_steps_total": 40,
-    "peft_method": "lora_narrow",
-    "used_peft": true
-  },
-  "version": "veriloop.uncertainty_adapter_trainer.v5.qwen36",
-  "warnings": [
-    "Harness Engineering is primary; PEFT is limited to obedience-facing, interface-facing support surfaces.",
-    "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op.",
-    "Synthetic holdout split used for quality-oriented train/eval separation."
-  ]
-}