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Upload uncertainty_qwen36_rootfix_run1 contents into uncertainty_adapter

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+ ### Framework versions
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+ - PEFT 0.19.0
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+ "toolspec_head.postcondition_adapter",
95
+ "toolspec_head.precondition_adapter",
96
+ "toolspec_head.receipt_formatter",
97
+ "toolspec_head.trigger_gate",
98
+ "toolspec_head.validator_gate",
99
+ "uncertainty_head",
100
+ "uncertainty_head.calibration_mlp",
101
+ "uncertainty_head.calibration_mlp.base_layer",
102
+ "uncertainty_head.calibration_mlp.lora_A",
103
+ "uncertainty_head.calibration_mlp.lora_A.default",
104
+ "uncertainty_head.calibration_mlp.lora_B",
105
+ "uncertainty_head.calibration_mlp.lora_B.default",
106
+ "uncertainty_head.calibration_mlp.lora_dropout",
107
+ "uncertainty_head.calibration_mlp.lora_dropout.default",
108
+ "uncertainty_head.calibration_mlp.lora_embedding_A",
109
+ "uncertainty_head.calibration_mlp.lora_embedding_B",
110
+ "uncertainty_head.calibration_mlp.lora_magnitude_vector",
111
+ "uncertainty_head.proj",
112
+ "uncertainty_head.proj.base_layer",
113
+ "uncertainty_head.proj.lora_A",
114
+ "uncertainty_head.proj.lora_A.default",
115
+ "uncertainty_head.proj.lora_B",
116
+ "uncertainty_head.proj.lora_B.default",
117
+ "uncertainty_head.proj.lora_dropout",
118
+ "uncertainty_head.proj.lora_dropout.default",
119
+ "uncertainty_head.proj.lora_embedding_A",
120
+ "uncertainty_head.proj.lora_embedding_B",
121
+ "uncertainty_head.proj.lora_magnitude_vector",
122
+ "validator_feedback_bridge",
123
+ "validator_feedback_bridge.adapter",
124
+ "validator_feedback_loop",
125
+ "validator_feedback_loop.rollback_adapter",
126
+ "validator_receipt_bridge",
127
+ "validator_receipt_bridge.adapter",
128
+ "validator_uncertainty_bridge",
129
+ "validator_uncertainty_bridge.adapter",
130
+ "workspace_snapshot_manager",
131
+ "workspace_snapshot_manager.rollback_context",
132
+ "worktree_binding",
133
+ "worktree_binding.adapter",
134
+ "worktree_manager",
135
+ "worktree_manager.adapter"
136
+ ],
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+ "trainable_parameter_report": {
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+ "backbone_frozen": true,
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+ "backbone_present": true,
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+ "hidden_size": 2048,
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+ "host_parameters": 176310317,
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+ "host_trainable_parameters": 49192,
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+ "total_parameters": 34132368045,
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+ "trainable_parameters": 49192,
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+ "version": "veriloop.coder_peft_host.v1"
146
+ },
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+ "version": "veriloop.coder_peft_host.v1"
148
+ }
uncertainty_adapter/tokenizer/chat_template.jinja ADDED
@@ -0,0 +1,154 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {%- set image_count = namespace(value=0) %}
2
+ {%- set video_count = namespace(value=0) %}
3
+ {%- macro render_content(content, do_vision_count, is_system_content=false) %}
4
+ {%- if content is string %}
5
+ {{- content }}
6
+ {%- elif content is iterable and content is not mapping %}
7
+ {%- for item in content %}
8
+ {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
9
+ {%- if is_system_content %}
10
+ {{- raise_exception('System message cannot contain images.') }}
11
+ {%- endif %}
12
+ {%- if do_vision_count %}
13
+ {%- set image_count.value = image_count.value + 1 %}
14
+ {%- endif %}
15
+ {%- if add_vision_id %}
16
+ {{- 'Picture ' ~ image_count.value ~ ': ' }}
17
+ {%- endif %}
18
+ {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
19
+ {%- elif 'video' in item or item.type == 'video' %}
20
+ {%- if is_system_content %}
21
+ {{- raise_exception('System message cannot contain videos.') }}
22
+ {%- endif %}
23
+ {%- if do_vision_count %}
24
+ {%- set video_count.value = video_count.value + 1 %}
25
+ {%- endif %}
26
+ {%- if add_vision_id %}
27
+ {{- 'Video ' ~ video_count.value ~ ': ' }}
28
+ {%- endif %}
29
+ {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
30
+ {%- elif 'text' in item %}
31
+ {{- item.text }}
32
+ {%- else %}
33
+ {{- raise_exception('Unexpected item type in content.') }}
34
+ {%- endif %}
35
+ {%- endfor %}
36
+ {%- elif content is none or content is undefined %}
37
+ {{- '' }}
38
+ {%- else %}
39
+ {{- raise_exception('Unexpected content type.') }}
40
+ {%- endif %}
41
+ {%- endmacro %}
42
+ {%- if not messages %}
43
+ {{- raise_exception('No messages provided.') }}
44
+ {%- endif %}
45
+ {%- if tools and tools is iterable and tools is not mapping %}
46
+ {{- '<|im_start|>system\n' }}
47
+ {{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
48
+ {%- for tool in tools %}
49
+ {{- "\n" }}
50
+ {{- tool | tojson }}
51
+ {%- endfor %}
52
+ {{- "\n</tools>" }}
53
+ {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
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+ {%- if messages[0].role == 'system' %}
55
+ {%- set content = render_content(messages[0].content, false, true)|trim %}
56
+ {%- if content %}
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+ {{- '\n\n' + content }}
58
+ {%- endif %}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
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+ {%- else %}
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+ {%- if messages[0].role == 'system' %}
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+ {%- set content = render_content(messages[0].content, false, true)|trim %}
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+ {{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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+ {%- for message in messages[::-1] %}
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+ {%- set index = (messages|length - 1) - loop.index0 %}
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+ {%- if ns.multi_step_tool and message.role == "user" %}
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+ {%- set content = render_content(message.content, false)|trim %}
72
+ {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
73
+ {%- set ns.multi_step_tool = false %}
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+ {%- set ns.last_query_index = index %}
75
+ {%- endif %}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- if ns.multi_step_tool %}
79
+ {{- raise_exception('No user query found in messages.') }}
80
+ {%- endif %}
81
+ {%- for message in messages %}
82
+ {%- set content = render_content(message.content, true)|trim %}
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+ {%- if message.role == "system" %}
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+ {%- if not loop.first %}
85
+ {{- raise_exception('System message must be at the beginning.') }}
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+ {%- endif %}
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+ {%- elif message.role == "user" %}
88
+ {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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+ {%- elif message.role == "assistant" %}
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+ {%- set reasoning_content = '' %}
91
+ {%- if message.reasoning_content is string %}
92
+ {%- set reasoning_content = message.reasoning_content %}
93
+ {%- else %}
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+ {%- if '</think>' in content %}
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+ {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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+ {%- set content = content.split('</think>')[-1].lstrip('\n') %}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- set reasoning_content = reasoning_content|trim %}
100
+ {%- if (preserve_thinking is defined and preserve_thinking is true) or (loop.index0 > ns.last_query_index) %}
101
+ {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
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+ {%- else %}
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+ {{- '<|im_start|>' + message.role + '\n' + content }}
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+ {%- endif %}
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+ {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
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+ {%- for tool_call in message.tool_calls %}
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+ {%- if tool_call.function is defined %}
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+ {%- set tool_call = tool_call.function %}
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+ {%- endif %}
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+ {%- if loop.first %}
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+ {%- if content|trim %}
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+ {{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
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+ {%- else %}
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+ {{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
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+ {%- endif %}
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+ {%- else %}
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+ {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
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+ {%- endif %}
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+ {%- if tool_call.arguments is defined %}
120
+ {%- for args_name, args_value in tool_call.arguments|items %}
121
+ {{- '<parameter=' + args_name + '>\n' }}
122
+ {%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}
123
+ {{- args_value }}
124
+ {{- '\n</parameter>\n' }}
125
+ {%- endfor %}
126
+ {%- endif %}
127
+ {{- '</function>\n</tool_call>' }}
128
+ {%- endfor %}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
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+ {%- elif message.role == "tool" %}
132
+ {%- if loop.previtem and loop.previtem.role != "tool" %}
133
+ {{- '<|im_start|>user' }}
134
+ {%- endif %}
135
+ {{- '\n<tool_response>\n' }}
136
+ {{- content }}
137
+ {{- '\n</tool_response>' }}
138
+ {%- if not loop.last and loop.nextitem.role != "tool" %}
139
+ {{- '<|im_end|>\n' }}
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+ {%- elif loop.last %}
141
+ {{- '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- else %}
144
+ {{- raise_exception('Unexpected message role.') }}
145
+ {%- endif %}
146
+ {%- endfor %}
147
+ {%- if add_generation_prompt %}
148
+ {{- '<|im_start|>assistant\n' }}
149
+ {%- if enable_thinking is defined and enable_thinking is false %}
150
+ {{- '<think>\n\n</think>\n\n' }}
151
+ {%- else %}
152
+ {{- '<think>\n' }}
153
+ {%- endif %}
154
+ {%- endif %}
uncertainty_adapter/tokenizer/tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:ea2e66b594a0906e9a547c9e6ff9e5fb8a8198439c8cf7d6dc48f23529161223
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+ size 19989442
uncertainty_adapter/tokenizer/tokenizer_config.json ADDED
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+ {
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+ "add_prefix_space": false,
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+ "audio_bos_token": "<|audio_start|>",
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+ "audio_eos_token": "<|audio_end|>",
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+ "audio_token": "<|audio_pad|>",
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+ "backend": "tokenizers",
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+ "bos_token": null,
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+ "clean_up_tokenization_spaces": false,
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+ "eos_token": "<|im_end|>",
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+ "errors": "replace",
11
+ "image_token": "<|image_pad|>",
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+ "is_local": true,
13
+ "model_max_length": 262144,
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+ "model_specific_special_tokens": {
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+ "audio_eos_token": "<|audio_end|>",
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+ "audio_token": "<|audio_pad|>",
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+ "image_token": "<|image_pad|>",
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+ "video_token": "<|video_pad|>",
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+ },
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+ "pad_token": "<|endoftext|>",
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+ "pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
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+ "split_special_tokens": false,
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+ "tokenizer_class": "TokenizersBackend",
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+ "unk_token": null,
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+ "video_token": "<|video_pad|>",
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+ "vision_bos_token": "<|vision_start|>",
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+ "vision_eos_token": "<|vision_end|>"
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+ }
uncertainty_adapter/uncertainty_adapter_plan.json ADDED
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+ {
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+ "adapter_alpha": 16,
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+ "adapter_dropout": 0.05,
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+ "adapter_rank": 8,
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+ "backbone_manifest": {
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+ "host_inventory_size": 79
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+ },
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+ "config": {
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+ "allow_backbone_bridge": false,
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+ "backbone": "/public/wang_libo/veriloop_coder_e1/model",
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+ "bf16": true,
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+ "cache_dir": null,
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+ "cpu_max_memory_gib": 96,
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+ "dataset_jsonl": null,
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+ "dim_weights": {
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+ "u_spec": 1.25
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+ },
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+ "enable_synthetic_dataset": true,
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+ "eval_samples_per_mode": 5,
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+ "fp16": false,
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+ "gpu_max_memory_gib": 44,
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+ "gradient_accumulation_steps": 16,
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+ "host_dropout": 0.0,
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+ "learning_rate": 2e-05,
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+ "local_files_only": true,
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+ "logging_steps": 10,
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+ "max_grad_norm": 1.0,
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+ "max_length": 1664,
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+ "min_epochs_before_early_stop": 2,
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+ "num_train_epochs": 4.0,
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+ "output_dir": "./outputs/uncertainty_qwen36_rootfix_run1",
39
+ "per_device_eval_batch_size": 1,
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+ "per_device_train_batch_size": 1,
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+ "prefer_best_checkpoint_export": true,
42
+ "probe_dropout": 0.03,
43
+ "probe_hidden_factor": 0.75,
44
+ "product_line": "veriloop_coder",
45
+ "quantization_mode": "4bit",
46
+ "quantization_required": false,
47
+ "require_trainable_targets": true,
48
+ "revision": null,
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+ "run_post_train_eval": true,
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+ "save_best_checkpoint": true,
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+ "seed": 11,
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+ "selection_mode": "minimal",
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+ "train_samples_per_mode": 14,
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+ "training_mode": "mounted_head",
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+ "trust_remote_code": true,
56
+ "use_double_quant": true,
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+ "warmup_ratio": 0.05,
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+ "weight_decay": 0.0,
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+ "weighted_mae_penalty": 0.5,
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+ "weighted_rmse_penalty": 0.5
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+ },
62
+ "dataset_summary": {
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+ "eval_modes": {
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+ "conflicting_evidence": 5,
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+ "evidence_gap": 5,
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+ "exec_required": 5,
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+ "high_risk": 5,
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+ "low_uncertainty": 5,
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+ "patch_pending": 5,
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+ "reverse_engineering_ambiguity": 5,
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+ "self_check_failure": 5,
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+ "spec_mismatch": 5,
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+ "validator_negation": 5,
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+ "worktree_conflict": 5
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+ },
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+ "eval_size": 55,
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+ "train_modes": {
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+ "conflicting_evidence": 14,
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+ "evidence_gap": 14,
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+ "exec_required": 14,
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+ "high_risk": 14,
82
+ "low_uncertainty": 14,
83
+ "patch_pending": 14,
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+ "reverse_engineering_ambiguity": 14,
85
+ "self_check_failure": 14,
86
+ "spec_mismatch": 14,
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+ "validator_negation": 14,
88
+ "worktree_conflict": 14
89
+ },
90
+ "train_size": 154
91
+ },
92
+ "head_strategy": "host_head",
93
+ "notes": [
94
+ "Primary route is host-surface-first uncertainty training.",
95
+ "Validator receipts, self-check failure, reverse-engineering ambiguity, worktree conflicts, and patch continuity are first-class signals.",
96
+ "DualPath, Full AttnRes, mHC, routers, experts, and broad attention-layer PEFT stay excluded.",
97
+ "This adapter should improve runtime uncertainty routing, not general coding free-formity."
98
+ ],
99
+ "peft_method": "lora_narrow",
100
+ "recipe": {
101
+ "adapter_family": "uncertainty",
102
+ "backbone": "/public/wang_libo/veriloop_coder_e1/model",
103
+ "backbone_family": "qwen_dense",
104
+ "excluded_patterns": [
105
+ "(?i)\\bdualpath\\b",
106
+ "(?i)\\bmhc\\b",
107
+ "(?i)\\bfull[_\\- ]?attnres\\b",
108
+ "(?i)\\battnres(_full)?\\b",
109
+ "(?i)\\brouter\\b",
110
+ "(?i)\\bexperts?\\b",
111
+ "(?i)\\bmoe\\b.*\\b(gate|router|expert)\\b",
112
+ "(?i)\\brope\\b.*\\b(freq|inv_freq|theta|rotary)\\b",
113
+ "(?i)\\bkvcache\\b",
114
+ "(?i)\\bposition_embedding\\b",
115
+ "(?i)\\bembed(tokens|ding)?\\b",
116
+ "(?i)\\blm_head\\b"
117
+ ],
118
+ "harness_constraints": [
119
+ "Harness Engineering remains the primary convergence layer.",
120
+ "Adapter must not bypass runtime orchestrator / validator / rollback loops.",
121
+ "Adapter outputs remain subordinate to VeriLoop control-plane decisions.",
122
+ "Adapter must not create hidden prompt-style memory authority.",
123
+ "Adapter must support bounded uncertainty calibration rather than generic hesitation.",
124
+ "Validator and receipt evidence must remain able to update uncertainty."
125
+ ],
126
+ "hyperparams": {
127
+ "alpha": 16,
128
+ "bias": "none",
129
+ "dropout": 0.05,
130
+ "fan_in_fan_out": false,
131
+ "modules_to_save": [
132
+ "input_layernorm"
133
+ ],
134
+ "r": 8,
135
+ "task_type": "CAUSAL_LM"
136
+ },
137
+ "merge_policy": "merge_after_guard",
138
+ "metadata": {
139
+ "allow_backbone_bridge": false,
140
+ "allow_vla_action_expert": false,
141
+ "harness_first": true,
142
+ "prefer_explicit_heads": true,
143
+ "prefer_qlora_for_backbone_bridge": true,
144
+ "require_harness_first": true,
145
+ "selector_group_count": 2,
146
+ "strict_narrow_scope": true,
147
+ "trainer": "veriloop.uncertainty_adapter_trainer.v5.qwen36",
148
+ "uncertainty_training": true
149
+ },
150
+ "notes": [
151
+ "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op.",
152
+ "Backbone family inferred as qwen_dense.",
153
+ "PEFT method resolved as lora_narrow.",
154
+ "Recipe is harness-first: runtime convergence remains in VeriLoop control-plane + harness, not in broad weight surgery.",
155
+ "Block AttnRes, DualPath, mHC hooks, RoPE, KV-cache, and broad MoE routing remain structurally excluded."
156
+ ],
157
+ "peft_method": "lora_narrow",
158
+ "precision_policy": "auto",
159
+ "product_line": "veriloop_coder",
160
+ "regression_requirements": [
161
+ "Must pass PEFT regression guard structural policy checks.",
162
+ "Must not introduce forbidden backbone/serving structural targets.",
163
+ "Must preserve harness regression envelope for the selected product line.",
164
+ "Budgeted uncertainty convergence must not regress.",
165
+ "Uncertainty calibration must not collapse into generic caution."
166
+ ],
167
+ "target_groups": [
168
+ {
169
+ "alpha": 16,
170
+ "dropout": 0.0,
171
+ "name": "group_1_custom_control_head",
172
+ "rank": 8,
173
+ "rationale": "Prefer explicit uncertainty / calibration heads over backbone surgery.",
174
+ "surface": "custom_control_head",
175
+ "target_modules": [
176
+ "uncertainty_head",
177
+ "uncertainty_head.calibration_mlp",
178
+ "uncertainty_head.proj"
179
+ ]
180
+ },
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+ "risk": "low",
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+ "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op."
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+ ]
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+ }
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+ "harness_constraints": [
192
+ "Harness Engineering remains the primary convergence layer.",
193
+ "Adapter must not bypass runtime orchestrator / validator / rollback loops.",
194
+ "Adapter outputs remain subordinate to VeriLoop control-plane decisions.",
195
+ "Adapter must not create hidden prompt-style memory authority.",
196
+ "Adapter must support bounded uncertainty calibration rather than generic hesitation.",
197
+ "Validator and receipt evidence must remain able to update uncertainty."
198
+ ],
199
+ "hyperparams": {
200
+ "alpha": 16,
201
+ "bias": "none",
202
+ "dropout": 0.05,
203
+ "fan_in_fan_out": false,
204
+ "modules_to_save": [
205
+ "input_layernorm"
206
+ ],
207
+ "r": 8,
208
+ "task_type": "CAUSAL_LM"
209
+ },
210
+ "merge_policy": "merge_after_guard",
211
+ "metadata": {
212
+ "allow_backbone_bridge": false,
213
+ "allow_vla_action_expert": false,
214
+ "harness_first": true,
215
+ "prefer_explicit_heads": true,
216
+ "prefer_qlora_for_backbone_bridge": true,
217
+ "require_harness_first": true,
218
+ "selector_group_count": 2,
219
+ "strict_narrow_scope": true,
220
+ "trainer": "veriloop.uncertainty_adapter_trainer.v5.qwen36",
221
+ "uncertainty_training": true
222
+ },
223
+ "notes": [
224
+ "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op.",
225
+ "Backbone family inferred as qwen_dense.",
226
+ "PEFT method resolved as lora_narrow.",
227
+ "Recipe is harness-first: runtime convergence remains in VeriLoop control-plane + harness, not in broad weight surgery.",
228
+ "Block AttnRes, DualPath, mHC hooks, RoPE, KV-cache, and broad MoE routing remain structurally excluded."
229
+ ],
230
+ "peft_method": "lora_narrow",
231
+ "precision_policy": "auto",
232
+ "product_line": "veriloop_coder",
233
+ "regression_requirements": [
234
+ "Must pass PEFT regression guard structural policy checks.",
235
+ "Must not introduce forbidden backbone/serving structural targets.",
236
+ "Must preserve harness regression envelope for the selected product line.",
237
+ "Budgeted uncertainty convergence must not regress.",
238
+ "Uncertainty calibration must not collapse into generic caution."
239
+ ],
240
+ "target_groups": [
241
+ {
242
+ "alpha": 16,
243
+ "dropout": 0.0,
244
+ "name": "group_1_custom_control_head",
245
+ "rank": 8,
246
+ "rationale": "Prefer explicit uncertainty / calibration heads over backbone surgery.",
247
+ "surface": "custom_control_head",
248
+ "target_modules": [
249
+ "uncertainty_head",
250
+ "uncertainty_head.calibration_mlp",
251
+ "uncertainty_head.proj"
252
+ ]
253
+ },
254
+ {
255
+ "alpha": 16,
256
+ "dropout": 0.0,
257
+ "name": "group_2_custom_validator_bridge",
258
+ "rank": 8,
259
+ "rationale": "Validation and rollback fidelity should prefer explicit validator / rollback bridges.",
260
+ "surface": "custom_validator_bridge",
261
+ "target_modules": [
262
+ "failure_signal_bridge",
263
+ "failure_signal_bridge.rollback_bridge",
264
+ "rollback_adapter",
265
+ "rollback_adapter.head",
266
+ "sandbox_rollback_bridge",
267
+ "sandbox_rollback_bridge.adapter",
268
+ "validator_feedback_bridge",
269
+ "validator_feedback_bridge.adapter",
270
+ "validator_feedback_loop.rollback_adapter"
271
+ ]
272
+ }
273
+ ],
274
+ "target_modules": [
275
+ "uncertainty_head",
276
+ "uncertainty_head.calibration_mlp",
277
+ "uncertainty_head.proj",
278
+ "failure_signal_bridge",
279
+ "failure_signal_bridge.rollback_bridge",
280
+ "rollback_adapter",
281
+ "rollback_adapter.head",
282
+ "sandbox_rollback_bridge",
283
+ "sandbox_rollback_bridge.adapter",
284
+ "validator_feedback_bridge",
285
+ "validator_feedback_bridge.adapter",
286
+ "validator_feedback_loop.rollback_adapter"
287
+ ],
288
+ "version": "veriloop.lora_recipe_veriloop.v2"
289
+ },
290
+ "selected_target_modules": [
291
+ "uncertainty_head",
292
+ "uncertainty_head.calibration_mlp",
293
+ "uncertainty_head.proj"
294
+ ],
295
+ "target_selection": {
296
+ "backbone_archetype": "qwen_dense",
297
+ "exclusions": [
298
+ {
299
+ "pattern": "(^|\\.)lm_head($|\\.)",
300
+ "reason": "Do not retune final token head; too broad and evaluation-heavy."
301
+ },
302
+ {
303
+ "pattern": "(^|\\.)embed_tokens($|\\.)",
304
+ "reason": "Embedding surgery risks broad semantic drift."
305
+ },
306
+ {
307
+ "pattern": "(^|\\.)norm($|\\.)",
308
+ "reason": "Global norm tuning can destabilize calibration across scenes."
309
+ },
310
+ {
311
+ "pattern": "attnres|attention_residual",
312
+ "reason": "Block AttnRes may be mounted structurally but is never a PEFT target."
313
+ },
314
+ {
315
+ "pattern": "dualpath",
316
+ "reason": "DualPath is serving/runtime infrastructure only."
317
+ },
318
+ {
319
+ "pattern": "mhc|hyper[-_]?connection",
320
+ "reason": "mHC-inspired stability hooks remain structural, not PEFT surfaces."
321
+ },
322
+ {
323
+ "pattern": "rope|rotary",
324
+ "reason": "RoPE/context surgery is handled architecturally, not by narrow PEFT here."
325
+ },
326
+ {
327
+ "pattern": "kvcache|kv_cache",
328
+ "reason": "KV-cache runtime surfaces are not PEFT targets."
329
+ },
330
+ {
331
+ "pattern": "(^|\\.)memory(_store|_bank)?($|\\.)",
332
+ "reason": "Persistent memory stores are harness/runtime policy surfaces, not PEFT targets."
333
+ }
334
+ ],
335
+ "inventory_size": 79,
336
+ "inventory_source": "provided_names",
337
+ "notes": [
338
+ "Harness Engineering is primary; PEFT is limited to obedience-facing, interface-facing support surfaces.",
339
+ "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op."
340
+ ],
341
+ "recommended_training": "ia3_head_only",
342
+ "request": {
343
+ "allow_backbone_bridge": false,
344
+ "allow_vla_action_expert": false,
345
+ "backbone": "/public/wang_libo/veriloop_coder_e1/model",
346
+ "explicit_exclude_patterns": [],
347
+ "explicit_include_patterns": [],
348
+ "intents": [
349
+ "uncertainty",
350
+ "validator_alignment",
351
+ "harness_alignment",
352
+ "runtime_protocol",
353
+ "session_continuity",
354
+ "worktree_discipline"
355
+ ],
356
+ "prefer_qlora_for_backbone_bridge": true,
357
+ "product_line": "veriloop_coder",
358
+ "selection_mode": "minimal"
359
+ },
360
+ "selected_groups": [
361
+ {
362
+ "alpha": 16,
363
+ "dropout": 0.0,
364
+ "exclude_patterns": [
365
+ "(^|\\.)lm_head($|\\.)",
366
+ "(^|\\.)embed_tokens($|\\.)",
367
+ "(^|\\.)norm($|\\.)",
368
+ "attnres|attention_residual",
369
+ "dualpath",
370
+ "mhc|hyper[-_]?connection",
371
+ "rope|rotary",
372
+ "kvcache|kv_cache",
373
+ "(^|\\.)memory(_store|_bank)?($|\\.)"
374
+ ],
375
+ "include_patterns": [
376
+ "(^|\\.)(uncertainty_head|uncertainty_adapter|calib(_head|ration_adapter)?)($|\\.)"
377
+ ],
378
+ "intents": [
379
+ "uncertainty"
380
+ ],
381
+ "layer_window": {
382
+ "mode": "all",
383
+ "value": 0.0
384
+ },
385
+ "matched_module_names": [
386
+ "uncertainty_head",
387
+ "uncertainty_head.calibration_mlp",
388
+ "uncertainty_head.proj"
389
+ ],
390
+ "name": "group_1_custom_control_head",
391
+ "rank": 8,
392
+ "rationale": "Prefer explicit uncertainty / calibration heads over backbone surgery.",
393
+ "risk": "low",
394
+ "surface": "custom_control_head"
395
+ },
396
+ {
397
+ "alpha": 16,
398
+ "dropout": 0.05,
399
+ "exclude_patterns": [
400
+ "(^|\\.)lm_head($|\\.)",
401
+ "(^|\\.)embed_tokens($|\\.)",
402
+ "(^|\\.)norm($|\\.)",
403
+ "attnres|attention_residual",
404
+ "dualpath",
405
+ "mhc|hyper[-_]?connection",
406
+ "rope|rotary",
407
+ "kvcache|kv_cache",
408
+ "(^|\\.)memory(_store|_bank)?($|\\.)"
409
+ ],
410
+ "include_patterns": [
411
+ "(^|\\.)(runtime_harness|query_runtime|task_brief|task_runtime|tool_protocol|permission_context|worktree|session_state|request_normalizer|action_allowlist|constraint_guard|progress_state|workspace_snapshot|repo_contract|knowledge_entry|completion_criteria|search_bridge|sandbox_search_bridge)(_adapter|_bridge|_head)?($|\\.)",
412
+ "(^|\\.)(toolspec|tool(_call)?(_grammar|_interface)?|harness|validator|rollback|receipt|patch|permission|session|worktree)(_adapter|_bridge|_head)?($|\\.)"
413
+ ],
414
+ "intents": [
415
+ "harness_alignment",
416
+ "runtime_protocol",
417
+ "session_continuity",
418
+ "worktree_discipline"
419
+ ],
420
+ "layer_window": {
421
+ "mode": "all",
422
+ "value": 0.0
423
+ },
424
+ "matched_module_names": [
425
+ "failure_signal_bridge.rollback_bridge",
426
+ "request_normalizer",
427
+ "request_normalizer.adapter",
428
+ "rollback_adapter",
429
+ "rollback_adapter.head",
430
+ "runtime_harness_adapter",
431
+ "runtime_harness_adapter.bridge",
432
+ "tool_protocol_adapter",
433
+ "tool_protocol_adapter.bridge",
434
+ "toolspec_bridge",
435
+ "toolspec_bridge.adapter",
436
+ "toolspec_head",
437
+ "toolspec_head.param_schema_adapter",
438
+ "toolspec_head.postcondition_adapter",
439
+ "toolspec_head.precondition_adapter",
440
+ "toolspec_head.receipt_formatter",
441
+ "toolspec_head.trigger_gate",
442
+ "toolspec_head.validator_gate",
443
+ "validator_feedback_loop.rollback_adapter"
444
+ ],
445
+ "name": "group_2_custom_runtime_harness_bridge",
446
+ "rank": 8,
447
+ "rationale": "Runtime / harness obedience should attach to explicit interface bridges before any backbone fallback.",
448
+ "risk": "low",
449
+ "surface": "custom_runtime_harness_bridge"
450
+ },
451
+ {
452
+ "alpha": 16,
453
+ "dropout": 0.0,
454
+ "exclude_patterns": [
455
+ "(^|\\.)lm_head($|\\.)",
456
+ "(^|\\.)embed_tokens($|\\.)",
457
+ "(^|\\.)norm($|\\.)",
458
+ "attnres|attention_residual",
459
+ "dualpath",
460
+ "mhc|hyper[-_]?connection",
461
+ "rope|rotary",
462
+ "kvcache|kv_cache",
463
+ "(^|\\.)memory(_store|_bank)?($|\\.)"
464
+ ],
465
+ "include_patterns": [
466
+ "(^|\\.)(validator_feedback|sandbox_result_validator|sandbox_rollback_bridge|failure_signal|rollback)(_adapter|_bridge|_head)?($|\\.)"
467
+ ],
468
+ "intents": [
469
+ "validator_alignment"
470
+ ],
471
+ "layer_window": {
472
+ "mode": "all",
473
+ "value": 0.0
474
+ },
475
+ "matched_module_names": [
476
+ "failure_signal_bridge",
477
+ "failure_signal_bridge.rollback_bridge",
478
+ "rollback_adapter",
479
+ "rollback_adapter.head",
480
+ "sandbox_rollback_bridge",
481
+ "sandbox_rollback_bridge.adapter",
482
+ "validator_feedback_bridge",
483
+ "validator_feedback_bridge.adapter",
484
+ "validator_feedback_loop.rollback_adapter"
485
+ ],
486
+ "name": "group_3_custom_validator_bridge",
487
+ "rank": 8,
488
+ "rationale": "Validation and rollback fidelity should prefer explicit validator / rollback bridges.",
489
+ "risk": "low",
490
+ "surface": "custom_validator_bridge"
491
+ },
492
+ {
493
+ "alpha": 8,
494
+ "dropout": 0.0,
495
+ "exclude_patterns": [
496
+ "(^|\\.)lm_head($|\\.)",
497
+ "(^|\\.)embed_tokens($|\\.)",
498
+ "(^|\\.)norm($|\\.)",
499
+ "attnres|attention_residual",
500
+ "dualpath",
501
+ "mhc|hyper[-_]?connection",
502
+ "rope|rotary",
503
+ "kvcache|kv_cache",
504
+ "(^|\\.)memory(_store|_bank)?($|\\.)"
505
+ ],
506
+ "include_patterns": [
507
+ "(^|\\.)(memory_boundary_guard|episodic_memory|session_compactor)(_adapter|_bridge|_head)?($|\\.)"
508
+ ],
509
+ "intents": [
510
+ "session_continuity"
511
+ ],
512
+ "layer_window": {
513
+ "mode": "all",
514
+ "value": 0.0
515
+ },
516
+ "matched_module_names": [
517
+ "episodic_memory",
518
+ "episodic_memory.adapter",
519
+ "memory_boundary_guard",
520
+ "memory_boundary_guard.adapter",
521
+ "memory_boundary_guard.rollback_filter",
522
+ "session_compactor",
523
+ "session_compactor.adapter"
524
+ ],
525
+ "name": "group_4_custom_memory_boundary_bridge",
526
+ "rank": 4,
527
+ "rationale": "Session continuity should bind to boundary-aware memory packet surfaces rather than broad backbone tuning.",
528
+ "risk": "low",
529
+ "surface": "custom_memory_boundary_bridge"
530
+ }
531
+ ],
532
+ "upstream_profile_hint": null,
533
+ "version": "veriloop.peft_target_selector.v2",
534
+ "warnings": []
535
+ },
536
+ "training_mode": "mounted_head",
537
+ "version": "veriloop.uncertainty_adapter_trainer.v5.qwen36",
538
+ "warnings": [
539
+ "Harness Engineering is primary; PEFT is limited to obedience-facing, interface-facing support surfaces.",
540
+ "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op."
541
+ ]
542
+ },
543
+ "status": "trained",
544
+ "train_metrics": {
545
+ "adapter_exported": true,
546
+ "auto_lora_from_ia3": false,
547
+ "best_epoch": 2,
548
+ "best_quality_score": 0.8625935807221907,
549
+ "epochs_completed": 4,
550
+ "loss": 0.009006613283418119,
551
+ "micro_batches": 154,
552
+ "micro_batches_total": 616,
553
+ "optimizer_steps": 10,
554
+ "optimizer_steps_total": 40,
555
+ "peft_method": "lora_narrow",
556
+ "used_peft": true
557
+ },
558
+ "version": "veriloop.uncertainty_adapter_trainer.v5.qwen36",
559
+ "warnings": [
560
+ "Harness Engineering is primary; PEFT is limited to obedience-facing, interface-facing support surfaces.",
561
+ "Backbone bridge tuning disabled explicitly; selector stays on custom surfaces or no-op.",
562
+ "Synthetic holdout split used for quality-oriented train/eval separation."
563
+ ]
564
+ }
uncertainty_adapter/uncertainty_eval.jsonl ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"mode": "low_uncertainty", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #1.\nTask brief: decide whether a post-generation self-check loop is still required.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: multiple corroborating sources agree and carry stable provenance.\nValidation state: latest validator receipt succeeded without rollback.\nWorktree state: clean snapshot with no conflicting edit.\nPatch state: none pending.\nToolspec state: bounded call contract is fully aligned.", "target": {"u_answer": 0.08, "u_evidence": 0.1, "u_exec": 0.06, "u_spec": 0.05, "u_risk": 0.08}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 0}}
2
+ {"mode": "low_uncertainty", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #2.\nTask brief: infer repository intent when the codebase must be reverse engineered before editing.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: multiple corroborating sources agree and carry stable provenance.\nValidation state: latest validator receipt succeeded without rollback.\nWorktree state: clean snapshot with no conflicting edit.\nPatch state: none pending.\nToolspec state: bounded call contract is fully aligned.", "target": {"u_answer": 0.08, "u_evidence": 0.1, "u_exec": 0.06, "u_spec": 0.05, "u_risk": 0.08}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 1}}
3
+ {"mode": "low_uncertainty", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #3.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: multiple corroborating sources agree and carry stable provenance.\nValidation state: latest validator receipt succeeded without rollback.\nWorktree state: clean snapshot with no conflicting edit.\nPatch state: none pending.\nToolspec state: bounded call contract is fully aligned.", "target": {"u_answer": 0.08, "u_evidence": 0.1, "u_exec": 0.06, "u_spec": 0.05, "u_risk": 0.08}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 2}}
4
+ {"mode": "low_uncertainty", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #4.\nTask brief: decide whether a post-generation self-check loop is still required.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: multiple corroborating sources agree and carry stable provenance.\nValidation state: latest validator receipt succeeded without rollback.\nWorktree state: clean snapshot with no conflicting edit.\nPatch state: none pending.\nToolspec state: bounded call contract is fully aligned.", "target": {"u_answer": 0.08, "u_evidence": 0.1, "u_exec": 0.06, "u_spec": 0.05, "u_risk": 0.08}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 3}}
5
+ {"mode": "low_uncertainty", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #5.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: multiple corroborating sources agree and carry stable provenance.\nValidation state: latest validator receipt succeeded without rollback.\nWorktree state: clean snapshot with no conflicting edit.\nPatch state: none pending.\nToolspec state: bounded call contract is fully aligned.", "target": {"u_answer": 0.08, "u_evidence": 0.1, "u_exec": 0.06, "u_spec": 0.05, "u_risk": 0.08}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 4}}
6
+ {"mode": "evidence_gap", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #1.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: retrieval produced sparse evidence and citation confidence remains low.\nValidation state: no explicit failure yet, but claim support is visibly underdetermined.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: currently legal.", "target": {"u_answer": 0.42, "u_evidence": 0.86, "u_exec": 0.38, "u_spec": 0.18, "u_risk": 0.58}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 0}}
7
+ {"mode": "evidence_gap", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #2.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: retrieval produced sparse evidence and citation confidence remains low.\nValidation state: no explicit failure yet, but claim support is visibly underdetermined.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: currently legal.", "target": {"u_answer": 0.42, "u_evidence": 0.86, "u_exec": 0.38, "u_spec": 0.18, "u_risk": 0.58}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 1}}
8
+ {"mode": "evidence_gap", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #3.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: retrieval produced sparse evidence and citation confidence remains low.\nValidation state: no explicit failure yet, but claim support is visibly underdetermined.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: currently legal.", "target": {"u_answer": 0.42, "u_evidence": 0.86, "u_exec": 0.38, "u_spec": 0.18, "u_risk": 0.58}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 2}}
9
+ {"mode": "evidence_gap", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #4.\nTask brief: infer repository intent when the codebase must be reverse engineered before editing.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: retrieval produced sparse evidence and citation confidence remains low.\nValidation state: no explicit failure yet, but claim support is visibly underdetermined.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: currently legal.", "target": {"u_answer": 0.42, "u_evidence": 0.86, "u_exec": 0.38, "u_spec": 0.18, "u_risk": 0.58}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 3}}
10
+ {"mode": "evidence_gap", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #5.\nTask brief: estimate runtime risk before trusting a partially-validated repository change.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: retrieval produced sparse evidence and citation confidence remains low.\nValidation state: no explicit failure yet, but claim support is visibly underdetermined.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: currently legal.", "target": {"u_answer": 0.42, "u_evidence": 0.86, "u_exec": 0.38, "u_spec": 0.18, "u_risk": 0.58}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 4}}
11
+ {"mode": "exec_required", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #1.\nTask brief: decide whether another sandbox run is needed before accepting a patch.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: reasoning narrows the options but cannot finalize action legality.\nValidation state: no execution receipt exists yet.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: valid once execution is routed.", "target": {"u_answer": 0.48, "u_evidence": 0.52, "u_exec": 0.94, "u_spec": 0.16, "u_risk": 0.55}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 0}}
12
+ {"mode": "exec_required", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #2.\nTask brief: decide whether a post-generation self-check loop is still required.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: reasoning narrows the options but cannot finalize action legality.\nValidation state: no execution receipt exists yet.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: valid once execution is routed.", "target": {"u_answer": 0.48, "u_evidence": 0.52, "u_exec": 0.94, "u_spec": 0.16, "u_risk": 0.55}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 1}}
13
+ {"mode": "exec_required", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #3.\nTask brief: estimate runtime risk before trusting a partially-validated repository change.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: reasoning narrows the options but cannot finalize action legality.\nValidation state: no execution receipt exists yet.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: valid once execution is routed.", "target": {"u_answer": 0.48, "u_evidence": 0.52, "u_exec": 0.94, "u_spec": 0.16, "u_risk": 0.55}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 2}}
14
+ {"mode": "exec_required", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #4.\nTask brief: decide whether a post-generation self-check loop is still required.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: reasoning narrows the options but cannot finalize action legality.\nValidation state: no execution receipt exists yet.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: valid once execution is routed.", "target": {"u_answer": 0.48, "u_evidence": 0.52, "u_exec": 0.94, "u_spec": 0.16, "u_risk": 0.55}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 3}}
15
+ {"mode": "exec_required", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #5.\nTask brief: infer repository intent when the codebase must be reverse engineered before editing.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: reasoning narrows the options but cannot finalize action legality.\nValidation state: no execution receipt exists yet.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: valid once execution is routed.", "target": {"u_answer": 0.48, "u_evidence": 0.52, "u_exec": 0.94, "u_spec": 0.16, "u_risk": 0.55}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 4}}
16
+ {"mode": "spec_mismatch", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #1.\nTask brief: decide whether a post-generation self-check loop is still required.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: answer content is mostly grounded.\nValidation state: validator rejects the call because required fields do not match the live toolspec.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: contract mismatch remains unresolved.", "target": {"u_answer": 0.34, "u_evidence": 0.28, "u_exec": 0.74, "u_spec": 0.96, "u_risk": 0.62}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 0}}
17
+ {"mode": "spec_mismatch", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #2.\nTask brief: estimate runtime risk before trusting a partially-validated repository change.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: answer content is mostly grounded.\nValidation state: validator rejects the call because required fields do not match the live toolspec.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: contract mismatch remains unresolved.", "target": {"u_answer": 0.34, "u_evidence": 0.28, "u_exec": 0.74, "u_spec": 0.96, "u_risk": 0.62}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 1}}
18
+ {"mode": "spec_mismatch", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #3.\nTask brief: infer repository intent when the codebase must be reverse engineered before editing.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: answer content is mostly grounded.\nValidation state: validator rejects the call because required fields do not match the live toolspec.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: contract mismatch remains unresolved.", "target": {"u_answer": 0.34, "u_evidence": 0.28, "u_exec": 0.74, "u_spec": 0.96, "u_risk": 0.62}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 2}}
19
+ {"mode": "spec_mismatch", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #4.\nTask brief: decide whether another sandbox run is needed before accepting a patch.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: answer content is mostly grounded.\nValidation state: validator rejects the call because required fields do not match the live toolspec.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: contract mismatch remains unresolved.", "target": {"u_answer": 0.34, "u_evidence": 0.28, "u_exec": 0.74, "u_spec": 0.96, "u_risk": 0.62}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 3}}
20
+ {"mode": "spec_mismatch", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #5.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: answer content is mostly grounded.\nValidation state: validator rejects the call because required fields do not match the live toolspec.\nWorktree state: unchanged.\nPatch state: none.\nToolspec state: contract mismatch remains unresolved.", "target": {"u_answer": 0.34, "u_evidence": 0.28, "u_exec": 0.74, "u_spec": 0.96, "u_risk": 0.62}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 4}}
21
+ {"mode": "high_risk", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #1.\nTask brief: decide whether another sandbox run is needed before accepting a patch.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: only moderate support is present.\nValidation state: no execution or validator adjudication has reduced the risk yet.\nWorktree state: unchanged.\nPatch state: none.\nRisk note: unsupported output would cause material downstream harm.", "target": {"u_answer": 0.6, "u_evidence": 0.7, "u_exec": 0.48, "u_spec": 0.3, "u_risk": 0.99}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 0}}
22
+ {"mode": "high_risk", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #2.\nTask brief: decide whether another sandbox run is needed before accepting a patch.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: only moderate support is present.\nValidation state: no execution or validator adjudication has reduced the risk yet.\nWorktree state: unchanged.\nPatch state: none.\nRisk note: unsupported output would cause material downstream harm.", "target": {"u_answer": 0.6, "u_evidence": 0.7, "u_exec": 0.48, "u_spec": 0.3, "u_risk": 0.99}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 1}}
23
+ {"mode": "high_risk", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #3.\nTask brief: decide whether a post-generation self-check loop is still required.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: only moderate support is present.\nValidation state: no execution or validator adjudication has reduced the risk yet.\nWorktree state: unchanged.\nPatch state: none.\nRisk note: unsupported output would cause material downstream harm.", "target": {"u_answer": 0.6, "u_evidence": 0.7, "u_exec": 0.48, "u_spec": 0.3, "u_risk": 0.99}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 2}}
24
+ {"mode": "high_risk", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #4.\nTask brief: infer repository intent when the codebase must be reverse engineered before editing.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: only moderate support is present.\nValidation state: no execution or validator adjudication has reduced the risk yet.\nWorktree state: unchanged.\nPatch state: none.\nRisk note: unsupported output would cause material downstream harm.", "target": {"u_answer": 0.6, "u_evidence": 0.7, "u_exec": 0.48, "u_spec": 0.3, "u_risk": 0.99}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 3}}
25
+ {"mode": "high_risk", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #5.\nTask brief: infer repository intent when the codebase must be reverse engineered before editing.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: only moderate support is present.\nValidation state: no execution or validator adjudication has reduced the risk yet.\nWorktree state: unchanged.\nPatch state: none.\nRisk note: unsupported output would cause material downstream harm.", "target": {"u_answer": 0.6, "u_evidence": 0.7, "u_exec": 0.48, "u_spec": 0.3, "u_risk": 0.99}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 4}}
26
+ {"mode": "conflicting_evidence", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #1.\nTask brief: infer repository intent when the codebase must be reverse engineered before editing.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: one source supports the claim while another equally credible source negates it.\nValidation state: validator has not broken the tie.\nWorktree state: unchanged.\nPatch state: none.\nConflict note: evidence graph still contains unresolved contradiction edges.", "target": {"u_answer": 0.78, "u_evidence": 0.82, "u_exec": 0.46, "u_spec": 0.22, "u_risk": 0.74}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 0}}
27
+ {"mode": "conflicting_evidence", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #2.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: one source supports the claim while another equally credible source negates it.\nValidation state: validator has not broken the tie.\nWorktree state: unchanged.\nPatch state: none.\nConflict note: evidence graph still contains unresolved contradiction edges.", "target": {"u_answer": 0.78, "u_evidence": 0.82, "u_exec": 0.46, "u_spec": 0.22, "u_risk": 0.74}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 1}}
28
+ {"mode": "conflicting_evidence", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #3.\nTask brief: estimate runtime risk before trusting a partially-validated repository change.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: one source supports the claim while another equally credible source negates it.\nValidation state: validator has not broken the tie.\nWorktree state: unchanged.\nPatch state: none.\nConflict note: evidence graph still contains unresolved contradiction edges.", "target": {"u_answer": 0.78, "u_evidence": 0.82, "u_exec": 0.46, "u_spec": 0.22, "u_risk": 0.74}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 2}}
29
+ {"mode": "conflicting_evidence", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #4.\nTask brief: decide whether another sandbox run is needed before accepting a patch.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: one source supports the claim while another equally credible source negates it.\nValidation state: validator has not broken the tie.\nWorktree state: unchanged.\nPatch state: none.\nConflict note: evidence graph still contains unresolved contradiction edges.", "target": {"u_answer": 0.78, "u_evidence": 0.82, "u_exec": 0.46, "u_spec": 0.22, "u_risk": 0.74}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 3}}
30
+ {"mode": "conflicting_evidence", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #5.\nTask brief: decide whether another sandbox run is needed before accepting a patch.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: one source supports the claim while another equally credible source negates it.\nValidation state: validator has not broken the tie.\nWorktree state: unchanged.\nPatch state: none.\nConflict note: evidence graph still contains unresolved contradiction edges.", "target": {"u_answer": 0.78, "u_evidence": 0.82, "u_exec": 0.46, "u_spec": 0.22, "u_risk": 0.74}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 4}}
31
+ {"mode": "validator_negation", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #1.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: previous support is now contested by a failing validator receipt.\nValidation state: latest validator explicitly rejects the active state.\nWorktree state: patch remains mounted.\nPatch state: rollback or repair decision is still pending.\nFailure route: rollback bridge is armed.", "target": {"u_answer": 0.86, "u_evidence": 0.64, "u_exec": 0.72, "u_spec": 0.2, "u_risk": 0.8}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 0}}
32
+ {"mode": "validator_negation", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #2.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: previous support is now contested by a failing validator receipt.\nValidation state: latest validator explicitly rejects the active state.\nWorktree state: patch remains mounted.\nPatch state: rollback or repair decision is still pending.\nFailure route: rollback bridge is armed.", "target": {"u_answer": 0.86, "u_evidence": 0.64, "u_exec": 0.72, "u_spec": 0.2, "u_risk": 0.8}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 1}}
33
+ {"mode": "validator_negation", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #3.\nTask brief: estimate runtime risk before trusting a partially-validated repository change.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: previous support is now contested by a failing validator receipt.\nValidation state: latest validator explicitly rejects the active state.\nWorktree state: patch remains mounted.\nPatch state: rollback or repair decision is still pending.\nFailure route: rollback bridge is armed.", "target": {"u_answer": 0.86, "u_evidence": 0.64, "u_exec": 0.72, "u_spec": 0.2, "u_risk": 0.8}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 2}}
34
+ {"mode": "validator_negation", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #4.\nTask brief: decide whether a post-generation self-check loop is still required.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: previous support is now contested by a failing validator receipt.\nValidation state: latest validator explicitly rejects the active state.\nWorktree state: patch remains mounted.\nPatch state: rollback or repair decision is still pending.\nFailure route: rollback bridge is armed.", "target": {"u_answer": 0.86, "u_evidence": 0.64, "u_exec": 0.72, "u_spec": 0.2, "u_risk": 0.8}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 3}}
35
+ {"mode": "validator_negation", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #5.\nTask brief: decide whether a post-generation self-check loop is still required.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: previous support is now contested by a failing validator receipt.\nValidation state: latest validator explicitly rejects the active state.\nWorktree state: patch remains mounted.\nPatch state: rollback or repair decision is still pending.\nFailure route: rollback bridge is armed.", "target": {"u_answer": 0.86, "u_evidence": 0.64, "u_exec": 0.72, "u_spec": 0.2, "u_risk": 0.8}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 4}}
36
+ {"mode": "worktree_conflict", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #1.\nTask brief: decide whether another sandbox run is needed before accepting a patch.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: moderate support.\nValidation state: validator cannot finalize because the workspace is not in a coherent state.\nWorktree state: overlapping edits violate expected snapshot continuity.\nPatch state: pending.\nPermission note: bounded write discipline is still active.", "target": {"u_answer": 0.44, "u_evidence": 0.34, "u_exec": 0.7, "u_spec": 0.78, "u_risk": 0.68}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 0}}
37
+ {"mode": "worktree_conflict", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #2.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: moderate support.\nValidation state: validator cannot finalize because the workspace is not in a coherent state.\nWorktree state: overlapping edits violate expected snapshot continuity.\nPatch state: pending.\nPermission note: bounded write discipline is still active.", "target": {"u_answer": 0.44, "u_evidence": 0.34, "u_exec": 0.7, "u_spec": 0.78, "u_risk": 0.68}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 1}}
38
+ {"mode": "worktree_conflict", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #3.\nTask brief: judge whether a code patch is ready to submit after validator feedback.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: moderate support.\nValidation state: validator cannot finalize because the workspace is not in a coherent state.\nWorktree state: overlapping edits violate expected snapshot continuity.\nPatch state: pending.\nPermission note: bounded write discipline is still active.", "target": {"u_answer": 0.44, "u_evidence": 0.34, "u_exec": 0.7, "u_spec": 0.78, "u_risk": 0.68}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 2}}
39
+ {"mode": "worktree_conflict", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #4.\nTask brief: decide whether another sandbox run is needed before accepting a patch.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: moderate support.\nValidation state: validator cannot finalize because the workspace is not in a coherent state.\nWorktree state: overlapping edits violate expected snapshot continuity.\nPatch state: pending.\nPermission note: bounded write discipline is still active.", "target": {"u_answer": 0.44, "u_evidence": 0.34, "u_exec": 0.7, "u_spec": 0.78, "u_risk": 0.68}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 3}}
40
+ {"mode": "worktree_conflict", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #5.\nTask brief: estimate runtime risk before trusting a partially-validated repository change.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: moderate support.\nValidation state: validator cannot finalize because the workspace is not in a coherent state.\nWorktree state: overlapping edits violate expected snapshot continuity.\nPatch state: pending.\nPermission note: bounded write discipline is still active.", "target": {"u_answer": 0.44, "u_evidence": 0.34, "u_exec": 0.7, "u_spec": 0.78, "u_risk": 0.68}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 4}}
41
+ {"mode": "patch_pending", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #1.\nTask brief: estimate runtime risk before trusting a partially-validated repository change.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: adequate for a repair attempt but not yet for final acceptance.\nValidation state: validator requested one more bounded patch cycle.\nWorktree state: stable.\nPatch state: corrective artifact exists but remains unverified.\nReceipt state: final acceptance receipt not yet produced.", "target": {"u_answer": 0.38, "u_evidence": 0.36, "u_exec": 0.66, "u_spec": 0.26, "u_risk": 0.5}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 0}}
42
+ {"mode": "patch_pending", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #2.\nTask brief: infer repository intent when the codebase must be reverse engineered before editing.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: adequate for a repair attempt but not yet for final acceptance.\nValidation state: validator requested one more bounded patch cycle.\nWorktree state: stable.\nPatch state: corrective artifact exists but remains unverified.\nReceipt state: final acceptance receipt not yet produced.", "target": {"u_answer": 0.38, "u_evidence": 0.36, "u_exec": 0.66, "u_spec": 0.26, "u_risk": 0.5}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 1}}
43
+ {"mode": "patch_pending", "product_line": "veriloop_coder", "prompt": "Evaluation scenario #3.\nTask brief: infer repository intent when the codebase must be reverse engineered before editing.\nProduct line: veriloop_coder.\nRuntime mode: verify-before-submit.\nHarness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.\nReturn uncertainty only as a structured five-dimensional estimate.\nEvidence bundle: adequate for a repair attempt but not yet for final acceptance.\nValidation state: validator requested one more bounded patch cycle.\nWorktree state: stable.\nPatch state: corrective artifact exists but remains unverified.\nReceipt state: final acceptance receipt not yet produced.", "target": {"u_answer": 0.38, "u_evidence": 0.36, "u_exec": 0.66, "u_spec": 0.26, "u_risk": 0.5}, "metadata": {"synthetic": true, "split": "eval", "sample_idx": 2}}
44
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