Delete toolspec_adapter_train_result.json

toolspec_adapter_train_result.json

@@ -1,299 +0,0 @@
-{
-  "artifacts": {
-    "adapter_dir": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/adapter",
-    "best_checkpoint_manifest": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/best_checkpoint_manifest.json",
-    "epoch_history": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/epoch_history.json",
-    "eval_jsonl": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/toolspec_eval.jsonl",
-    "host_manifest": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/host_manifest.json",
-    "plan_json": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/toolspec_adapter_plan.json",
-    "probe_head": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/toolspec_probe_head.pt",
-    "tokenizer_dir": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/tokenizer",
-    "train_jsonl": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/toolspec_train.jsonl",
-    "training_manifest": "/private/wang_libo/veriloop_coder_e1/outputs/toolspec_qwen36_rootfix_run1/toolspec_training_manifest.json"
-  },
-  "dataset": {
-    "eval_size": 25,
-    "modes": [
-      "argument_shaping",
-      "harness_envelope",
-      "precondition_gating",
-      "receipt_and_validation",
-      "reverse_engineering",
-      "runtime_session",
-      "self_check_loop",
-      "tool_trigger",
-      "worktree_permission"
-    ],
-    "tools": [
-      "apply_patch_bundle",
-      "browser_search",
-      "repo_reverse_engineer",
-      "run_ci_validation",
-      "self_check_repair_loop"
-    ],
-    "train_size": 70
-  },
-  "eval_metrics": {
-    "adapter_exported": true,
-    "auto_lora_from_ia3": false,
-    "avg_binary_accuracy": 0.81,
-    "best_epoch": 4,
-    "best_quality_score": 0.46349615617231893,
-    "confirmation_required_accuracy": 0.8,
-    "count": 25,
-    "eval_batches": 25,
-    "eval_loss": 6.897225952148437,
-    "mode_accuracy": 0.56,
-    "peft_method": "lora_narrow",
-    "permission_bit_accuracy": 0.8545454545454545,
-    "precondition_ok_accuracy": 0.76,
-    "quality_score": 0.46349615617231893,
-    "rollback_supported_accuracy": 0.8,
-    "schema_ok_accuracy": 0.76,
-    "session_required_accuracy": 1.0,
-    "tool_accuracy": 0.44,
-    "trigger_accuracy": 0.76,
-    "used_peft": true,
-    "validator_required_accuracy": 0.8,
-    "worktree_required_accuracy": 0.8
-  },
-  "plan": {
-    "backbone": "/public/wang_libo/veriloop_coder_e1/model",
-    "dataset_summary": {
-      "eval_size": 25,
-      "modes": [
-        "argument_shaping",
-        "harness_envelope",
-        "precondition_gating",
-        "receipt_and_validation",
-        "reverse_engineering",
-        "runtime_session",
-        "self_check_loop",
-        "tool_trigger",
-        "worktree_permission"
-      ],
-      "tools": [
-        "apply_patch_bundle",
-        "browser_search",
-        "repo_reverse_engineer",
-        "run_ci_validation",
-        "self_check_repair_loop"
-      ],
-      "train_size": 70
-    },
-    "excluded_surfaces": [
-      "(^|\\.)lm_head($|\\.)::Do not retune final token head; too broad and evaluation-heavy.",
-      "(^|\\.)embed_tokens($|\\.)::Embedding surgery risks broad semantic drift.",
-      "(^|\\.)norm($|\\.)::Global norm tuning can destabilize calibration across scenes.",
-      "attnres|attention_residual::Block AttnRes may be mounted structurally but is never a PEFT target.",
-      "dualpath::DualPath is serving/runtime infrastructure only.",
-      "mhc|hyper[-_]?connection::mHC-inspired stability hooks remain structural, not PEFT surfaces.",
-      "rope|rotary::RoPE/context surgery is handled architecturally, not by narrow PEFT here.",
-      "kvcache|kv_cache::KV-cache runtime surfaces are not PEFT targets.",
-      "(^|\\.)memory(_store|_bank)?($|\\.)::Persistent memory stores are harness/runtime policy surfaces, not PEFT targets."
-    ],
-    "notes": [
-      "Primary route is host-surface-first toolspec probe training, not broad coding SFT.",
-      "This adapter is allowed to shape runtime protocol obedience, validator alignment, self-check willingness, and reverse-engineering readiness.",
-      "Backbone attention, MoE router/expert weights, DualPath, Block AttnRes, and mHC remain excluded.",
-      "Explicit host/runtime bridge leaves default to LoRA-narrow attachment because IA3 feedforward constraints do not fit this custom side-car surface design."
-    ],
-    "peft_method": "lora_narrow",
-    "product_line": "veriloop_coder",
-    "recipe": {
-      "adapter_family": "runtime_harness",
-      "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 improve runtime protocol obedience, not free-form style drift.",
-        "Tool legality, permission discipline, session continuity, and worktree hygiene must remain first-class."
-      ],
-      "hyperparams": {
-        "alpha": 0,
-        "bias": "none",
-        "dropout": 0.0,
-        "fan_in_fan_out": false,
-        "modules_to_save": [],
-        "r": 0,
-        "task_type": "CAUSAL_LM"
-      },
-      "merge_policy": "side_load",
-      "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,
-        "toolspec_probe_training": true,
-        "trainer": "veriloop.toolspec_adapter_trainer.v5.qwen36"
-      },
-      "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.",
-        "Backbone family inferred as qwen_dense.",
-        "PEFT method resolved as ia3_head_only.",
-        "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.",
-        "Runtime protocol obedience must improve or hold.",
-        "Tool trigger accuracy, permission discipline, and worktree continuity must not regress."
-      ],
-      "target_groups": [
-        {
-          "alpha": 16,
-          "dropout": 0.05,
-          "name": "group_1_custom_runtime_harness_bridge",
-          "rank": 8,
-          "rationale": "Runtime / harness obedience should attach to explicit interface bridges before any backbone fallback.",
-          "surface": "custom_runtime_harness_bridge",
-          "target_modules": [
-            "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"
-          ]
-        },
-        {
-          "alpha": 8,
-          "dropout": 0.0,
-          "name": "group_2_custom_memory_boundary_bridge",
-          "rank": 4,
-          "rationale": "Session continuity should bind to boundary-aware memory packet surfaces rather than broad backbone tuning.",
-          "surface": "custom_memory_boundary_bridge",
-          "target_modules": [
-            "episodic_memory",
-            "episodic_memory.adapter",
-            "memory_boundary_guard",
-            "memory_boundary_guard.adapter",
-            "memory_boundary_guard.rollback_filter",
-            "session_compactor",
-            "session_compactor.adapter"
-          ]
-        }
-      ],
-      "target_modules": [
-        "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",
-        "episodic_memory",
-        "episodic_memory.adapter",
-        "memory_boundary_guard",
-        "memory_boundary_guard.adapter",
-        "memory_boundary_guard.rollback_filter",
-        "session_compactor",
-        "session_compactor.adapter"
-      ],
-      "version": "veriloop.lora_recipe_veriloop.v2"
-    },
-    "selected_surfaces": [
-      "custom_runtime_harness_bridge",
-      "custom_validator_bridge",
-      "custom_memory_boundary_bridge"
-    ],
-    "selected_target_modules": [
-      "request_normalizer",
-      "request_normalizer.adapter",
-      "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_bridge",
-      "validator_feedback_bridge.adapter"
-    ],
-    "selection_mode": "minimal",
-    "version": "veriloop.toolspec_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": 4,
-    "best_quality_score": 0.46349615617231893,
-    "epochs_completed": 5,
-    "loss": 0.42175399448190415,
-    "micro_batches": 70,
-    "micro_batches_total": 350,
-    "optimizer_steps": 5,
-    "optimizer_steps_total": 25,
-    "peft_method": "lora_narrow",
-    "used_peft": true
-  },
-  "version": "veriloop.toolspec_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."
-  ]
-}