Upload folder using huggingface_hub (part 12)

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_1956900f9016/record.json

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+{
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+  "run_name": "flux2_qil_decomposition_pilot",
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+  "image_prompt": "synthetic photorealistic package with white text 'ROOM 18' on a green label, high contrast and clean edges for OCR testing",
+  "target_evidence": "text region with 'ROOM 18'",
+  "expected_visual_elements": [
+    "package",
+    "green label",
+    "white text"
+  ],
+  "negative_prompt": "blurry text, low contrast, watermarks, real brands, famous logos",
+  "diversity_tags": [
+    "package",
+    "label",
+    "text color"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "1956900f9016",
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+  "opening_key": "synthetic photorealistic package with white",
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+  "diversity_score": 0.3,
+  "repeated_opening": true,
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+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
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+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_1956900f9016/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 25834324,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
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+  "qwen_layer_count_returned": 4,
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+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_1956900f9016/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_1956900f9016/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_1956900f9016/layers/layer_03.png"
+  ],
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+  "qwen_seed": 1473428,
+  "qwen_elapsed_seconds": 7.005,
+  "qwen_record_path": "layers-x/k4/ocr_heavy/ocr_heavy_d2_1956900f9016/record.json"
+}

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_217c0e605027/record.json

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+{
+  "prompt_id": "ocr_heavy_d2_217c0e605027",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "ocr_heavy",
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+  "image_prompt": "synthetic photorealistic screen displaying 'UNIT 12' with high contrast text on a control panel, clean boundaries, sharp focus",
+  "target_evidence": "text region with 'UNIT 12'",
+  "expected_visual_elements": [
+    "control panel",
+    "high contrast text"
+  ],
+  "negative_prompt": "blurry text, low contrast, watermarks, real brands",
+  "diversity_tags": [
+    "screen",
+    "control panel",
+    "high contrast"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "217c0e605027",
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+  "rule_issues": [],
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+  "repeated_opening": true,
+  "review": {
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+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_217c0e605027/image.png",
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+  "image_height": 1024,
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+  "guidance_scale": 3.5,
+  "seed": 23845593,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 4,
+  "qwen_layer_count_returned": 4,
+  "qwen_layer_paths": [
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_217c0e605027/layers/layer_00.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_217c0e605027/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_217c0e605027/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_217c0e605027/layers/layer_03.png"
+  ],
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+  "qwen_seed": 7818797,
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+  "qwen_record_path": "layers-x/k4/ocr_heavy/ocr_heavy_d2_217c0e605027/record.json"
+}

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_240ab77bdd32/record.json

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+{
+  "prompt_id": "ocr_heavy_d2_240ab77bdd32",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "ocr_heavy",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic screen displaying 'EXIT B' on a dark blue interface with clean borders and high contrast for OCR",
+  "target_evidence": "text region with 'EXIT B'",
+  "expected_visual_elements": [
+    "screen",
+    "dark blue interface",
+    "white text"
+  ],
+  "negative_prompt": "blurry text, low contrast, watermarks, real brands, famous logos",
+  "diversity_tags": [
+    "screen",
+    "interface",
+    "text color"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "240ab77bdd32",
+  "rule_valid": true,
+  "rule_issues": [],
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+  "opening_key": "synthetic photorealistic screen displaying exit",
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+  "repeated_opening": false,
+  "review": {
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+    "accept": true,
+    "quality": 5,
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+    "issues": []
+  },
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+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_240ab77bdd32/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 28928117,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 4,
+  "qwen_layer_count_returned": 4,
+  "qwen_layer_paths": [
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_240ab77bdd32/layers/layer_00.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_240ab77bdd32/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_240ab77bdd32/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_240ab77bdd32/layers/layer_03.png"
+  ],
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+}

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_31a1daae64b9/record.json

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+{
+  "prompt_id": "ocr_heavy_d2_31a1daae64b9",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "ocr_heavy",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic package with white text 'ALTO' on a dark green background, high contrast, sharp focus on the text area",
+  "target_evidence": "text region with 'ALTO'",
+  "expected_visual_elements": [
+    "package",
+    "dark green background",
+    "white text"
+  ],
+  "negative_prompt": "faded text, low contrast, background distractions",
+  "diversity_tags": [
+    "package",
+    "text on surface",
+    "high contrast"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "31a1daae64b9",
+  "rule_valid": true,
+  "rule_issues": [],
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+  "opening_key": "synthetic photorealistic package with white",
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+  "review": {
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+    "issues": []
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+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_31a1daae64b9/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 20985338,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 4,
+  "qwen_layer_count_returned": 4,
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+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_31a1daae64b9/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_31a1daae64b9/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_31a1daae64b9/layers/layer_03.png"
+  ],
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+}

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_428995c0f910/record.json

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+{
+  "prompt_id": "ocr_heavy_d2_428995c0f910",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "ocr_heavy",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic tag on a metal object with red text 'ZEN' on a clean white surface, sharp focus and clear separation for OCR",
+  "target_evidence": "text region with 'ZEN'",
+  "expected_visual_elements": [
+    "tag",
+    "metal object",
+    "red text"
+  ],
+  "negative_prompt": "blurry text, low contrast, watermarks, real brands, famous logos",
+  "diversity_tags": [
+    "tag",
+    "object type",
+    "text color"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "428995c0f910",
+  "rule_valid": true,
+  "rule_issues": [],
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+  "opening_key": "synthetic photorealistic tag on a",
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+  "diversity_score": 0.2615,
+  "repeated_opening": true,
+  "review": {
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+    "accept": true,
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+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
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+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_428995c0f910/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 28762524,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 4,
+  "qwen_layer_count_returned": 4,
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+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_428995c0f910/layers/layer_00.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_428995c0f910/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_428995c0f910/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_428995c0f910/layers/layer_03.png"
+  ],
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+  "qwen_record_path": "layers-x/k4/ocr_heavy/ocr_heavy_d2_428995c0f910/record.json"
+}

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_4c156ae47ca2/record.json

@@ -0,0 +1,67 @@
+{
+  "prompt_id": "ocr_heavy_d2_4c156ae47ca2",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "ocr_heavy",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic notebook page with clear text 'UNIT 12' on a clean white background, sharp focus, high contrast between dark text and light paper, no distractions",
+  "target_evidence": "short synthetic non-brand string 'UNIT 12'",
+  "expected_visual_elements": [
+    "notebook page",
+    "white background",
+    "dark text",
+    "clean boundaries"
+  ],
+  "negative_prompt": "low contrast, blurred text, real brand logos, watermarks, complex background patterns",
+  "diversity_tags": [
+    "notebook",
+    "text on paper",
+    "high contrast",
+    "clean boundaries"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "4c156ae47ca2",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic notebook page with",
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+  "diversity_score": 0.0692,
+  "repeated_opening": true,
+  "review": {
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+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
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+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_4c156ae47ca2/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 24219798,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 4,
+  "qwen_layer_count_returned": 4,
+  "qwen_layer_paths": [
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+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_4c156ae47ca2/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_4c156ae47ca2/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_4c156ae47ca2/layers/layer_03.png"
+  ],
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+  "qwen_record_path": "layers-x/k4/ocr_heavy/ocr_heavy_d2_4c156ae47ca2/record.json"
+}

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_5304c1b910b9/record.json

@@ -0,0 +1,65 @@
+{
+  "prompt_id": "ocr_heavy_d2_5304c1b910b9",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "ocr_heavy",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic crate with bright yellow label 'DELTA' on a red background, clear boundaries, sharp focus on the label area",
+  "target_evidence": "text region with 'DELTA'",
+  "expected_visual_elements": [
+    "crate",
+    "red background",
+    "yellow label"
+  ],
+  "negative_prompt": "distorted text, overlapping elements, low resolution",
+  "diversity_tags": [
+    "crate",
+    "label on surface",
+    "color contrast"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "5304c1b910b9",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic crate with bright",
+  "max_similarity_to_other_prompt": 0.5417,
+  "diversity_score": 0.2583,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "ocr_heavy_d2_5304c1b910b9",
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+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_5304c1b910b9/image.png",
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+  "guidance_scale": 3.5,
+  "seed": 25242857,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 4,
+  "qwen_layer_count_returned": 4,
+  "qwen_layer_paths": [
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_5304c1b910b9/layers/layer_00.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_5304c1b910b9/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_5304c1b910b9/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_5304c1b910b9/layers/layer_03.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 9816408,
+  "qwen_elapsed_seconds": 7.223,
+  "qwen_record_path": "layers-x/k4/ocr_heavy/ocr_heavy_d2_5304c1b910b9/record.json"
+}

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_73ba33364e01/record.json

@@ -0,0 +1,65 @@
+{
+  "prompt_id": "ocr_heavy_d2_73ba33364e01",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "ocr_heavy",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic sign with yellow text 'GATE 42' on a black metal frame, high contrast and clean boundaries for OCR",
+  "target_evidence": "text region with 'GATE 42'",
+  "expected_visual_elements": [
+    "sign",
+    "black metal frame",
+    "yellow text"
+  ],
+  "negative_prompt": "blurry text, low contrast, watermarks, real brands, famous logos",
+  "diversity_tags": [
+    "sign",
+    "frame type",
+    "text color"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "73ba33364e01",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic sign with yellow",
+  "max_similarity_to_other_prompt": 0.5385,
+  "diversity_score": 0.2615,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "ocr_heavy_d2_73ba33364e01",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_73ba33364e01/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 29558039,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 4,
+  "qwen_layer_count_returned": 4,
+  "qwen_layer_paths": [
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_73ba33364e01/layers/layer_00.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_73ba33364e01/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_73ba33364e01/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_73ba33364e01/layers/layer_03.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 9597408,
+  "qwen_elapsed_seconds": 7.206,
+  "qwen_record_path": "layers-x/k4/ocr_heavy/ocr_heavy_d2_73ba33364e01/record.json"
+}

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_947d1f772a51/record.json

@@ -0,0 +1,64 @@
+{
+  "prompt_id": "ocr_heavy_d2_947d1f772a51",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "ocr_heavy",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic notebook page with clean white text 'UNIT 12' on top right, sharp focus, high contrast against dark paper",
+  "target_evidence": "short synthetic non-brand string 'UNIT 12'",
+  "expected_visual_elements": [
+    "notebook page",
+    "white text on dark paper"
+  ],
+  "negative_prompt": "blurry text, low contrast, real brand logos, watermarks",
+  "diversity_tags": [
+    "notebook",
+    "text placement",
+    "high contrast"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "947d1f772a51",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic notebook page with",
+  "max_similarity_to_other_prompt": 0.72,
+  "diversity_score": 0.08,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "ocr_heavy_d2_947d1f772a51",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_947d1f772a51/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 24642220,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 4,
+  "qwen_layer_count_returned": 4,
+  "qwen_layer_paths": [
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_947d1f772a51/layers/layer_00.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_947d1f772a51/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_947d1f772a51/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_947d1f772a51/layers/layer_03.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 2281666,
+  "qwen_elapsed_seconds": 6.957,
+  "qwen_record_path": "layers-x/k4/ocr_heavy/ocr_heavy_d2_947d1f772a51/record.json"
+}

vec_pilot/layers-x/k4/ocr_heavy/ocr_heavy_d2_96360ca89560/record.json

@@ -0,0 +1,65 @@
+{
+  "prompt_id": "ocr_heavy_d2_96360ca89560",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "ocr_heavy",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic sign with 'EXIT B' on a green background, clear foreground separation, sharp focus on the text area",
+  "target_evidence": "text region with 'EXIT B'",
+  "expected_visual_elements": [
+    "sign",
+    "green background",
+    "white text"
+  ],
+  "negative_prompt": "overlapping text, low contrast, distorted edges",
+  "diversity_tags": [
+    "sign",
+    "text on board",
+    "foreground separation"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "96360ca89560",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic sign with exit",
+  "max_similarity_to_other_prompt": 0.5217,
+  "diversity_score": 0.2783,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "ocr_heavy_d2_96360ca89560",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/ocr_heavy/ocr_heavy_d2_96360ca89560/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 28064991,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 4,
+  "qwen_layer_count_returned": 4,
+  "qwen_layer_paths": [
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_96360ca89560/layers/layer_00.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_96360ca89560/layers/layer_01.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_96360ca89560/layers/layer_02.png",
+    "layers-x/k4/ocr_heavy/ocr_heavy_d2_96360ca89560/layers/layer_03.png"
+  ],
+  "qwen_resolution": 640,
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+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 8504315,
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+  "qwen_record_path": "layers-x/k4/ocr_heavy/ocr_heavy_d2_96360ca89560/record.json"
+}