Upload folder using huggingface_hub (part 10)

vec_pilot/layers-x/k3/single_evidence_control/single_evidence_control_d5_b27bea471d92/record.json

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+{
+  "prompt_id": "single_evidence_control_d5_b27bea471d92",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "single_evidence_control",
+  "difficulty": 5,
+  "image_prompt": "synthetic photorealistic shot of a single red plastic cube with a glossy finish, on a white non-reflective surface, clear foreground, and high contrast",
+  "target_evidence": "single red plastic cube",
+  "expected_visual_elements": [
+    "single red plastic cube",
+    "white non-reflective surface"
+  ],
+  "negative_prompt": "multiple cubes, low contrast, cluttered surface, shadows",
+  "diversity_tags": [
+    "plastic material",
+    "glossy finish"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "b27bea471d92",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic shot of a",
+  "max_similarity_to_other_prompt": 0.4667,
+  "diversity_score": 0.3333,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "single_evidence_control_d5_b27bea471d92",
+    "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/single_evidence_control/single_evidence_control_d5_b27bea471d92/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 27374824,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_b27bea471d92/layers/layer_00.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_b27bea471d92/layers/layer_01.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_b27bea471d92/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 647570,
+  "qwen_elapsed_seconds": 5.436,
+  "qwen_record_path": "layers-x/k3/single_evidence_control/single_evidence_control_d5_b27bea471d92/record.json"
+}

vec_pilot/layers-x/k3/single_evidence_control/single_evidence_control_d5_bfb7feb04712/record.json

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+{
+  "prompt_id": "single_evidence_control_d5_bfb7feb04712",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "single_evidence_control",
+  "difficulty": 5,
+  "image_prompt": "synthetic photorealistic image of a single leaf with vein patterns on a light green background, clear foreground separation, and high contrast",
+  "target_evidence": "single leaf",
+  "expected_visual_elements": [
+    "single leaf",
+    "light green background"
+  ],
+  "negative_prompt": "multiple leaves, low contrast, cluttered background, shadows",
+  "diversity_tags": [
+    "natural surface",
+    "vein patterns"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "bfb7feb04712",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic image of a",
+  "max_similarity_to_other_prompt": 0.5385,
+  "diversity_score": 0.2615,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "single_evidence_control_d5_bfb7feb04712",
+    "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/single_evidence_control/single_evidence_control_d5_bfb7feb04712/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 24043108,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_bfb7feb04712/layers/layer_00.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_bfb7feb04712/layers/layer_01.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_bfb7feb04712/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 1538947,
+  "qwen_elapsed_seconds": 5.215,
+  "qwen_record_path": "layers-x/k3/single_evidence_control/single_evidence_control_d5_bfb7feb04712/record.json"
+}

vec_pilot/layers-x/k3/single_evidence_control/single_evidence_control_d5_cd15d13311f1/record.json

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+{
+  "prompt_id": "single_evidence_control_d5_cd15d13311f1",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "single_evidence_control",
+  "difficulty": 5,
+  "image_prompt": "synthetic photorealistic scene of a textured linen fabric draped over a smooth wooden frame, with clear foreground separation and high surface contrast",
+  "target_evidence": "textured linen fabric",
+  "expected_visual_elements": [
+    "textured linen fabric",
+    "smooth wooden frame"
+  ],
+  "negative_prompt": "blurry fabric, low contrast, multiple objects, reflective surfaces",
+  "diversity_tags": [
+    "textured surface",
+    "wooden frame"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "cd15d13311f1",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic scene of a",
+  "max_similarity_to_other_prompt": 0.5,
+  "diversity_score": 0.3,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "single_evidence_control_d5_cd15d13311f1",
+    "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/single_evidence_control/single_evidence_control_d5_cd15d13311f1/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 28692851,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_cd15d13311f1/layers/layer_00.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_cd15d13311f1/layers/layer_01.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_cd15d13311f1/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 4540614,
+  "qwen_elapsed_seconds": 5.251,
+  "qwen_record_path": "layers-x/k3/single_evidence_control/single_evidence_control_d5_cd15d13311f1/record.json"
+}

vec_pilot/layers-x/k3/single_evidence_control/single_evidence_control_d5_ea199a81a704/record.json

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+{
+  "prompt_id": "single_evidence_control_d5_ea199a81a704",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "single_evidence_control",
+  "difficulty": 5,
+  "image_prompt": "synthetic photorealistic shot of a blue plastic bowl with a smooth surface, sitting on a dark wooden table, high contrast, clean separation",
+  "target_evidence": "one central target object",
+  "expected_visual_elements": [
+    "blue plastic bowl",
+    "smooth surface",
+    "dark wooden table"
+  ],
+  "negative_prompt": "low detail, color imbalance, complex textures, multiple objects",
+  "diversity_tags": [
+    "plastic",
+    "smooth",
+    "wood"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "ea199a81a704",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic shot of a",
+  "max_similarity_to_other_prompt": 0.5385,
+  "diversity_score": 0.2615,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "single_evidence_control_d5_ea199a81a704",
+    "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/single_evidence_control/single_evidence_control_d5_ea199a81a704/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 29745422,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_ea199a81a704/layers/layer_00.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_ea199a81a704/layers/layer_01.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_ea199a81a704/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 810765,
+  "qwen_elapsed_seconds": 5.283,
+  "qwen_record_path": "layers-x/k3/single_evidence_control/single_evidence_control_d5_ea199a81a704/record.json"
+}

vec_pilot/layers-x/k3/single_evidence_control/single_evidence_control_d5_ed3f660899f1/record.json

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+{
+  "prompt_id": "single_evidence_control_d5_ed3f660899f1",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "single_evidence_control",
+  "difficulty": 5,
+  "image_prompt": "synthetic photorealistic image of a yellow fabric with a wavy pattern on a black background, sharp focus, high contrast, isolated object",
+  "target_evidence": "one obvious attribute such as pattern",
+  "expected_visual_elements": [
+    "yellow fabric",
+    "wavy pattern",
+    "black background"
+  ],
+  "negative_prompt": "low resolution, color distortion, complex environment, multiple objects",
+  "diversity_tags": [
+    "fabric",
+    "pattern",
+    "black"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "ed3f660899f1",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic image of a",
+  "max_similarity_to_other_prompt": 0.4815,
+  "diversity_score": 0.3185,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "single_evidence_control_d5_ed3f660899f1",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 5,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 1.0,
+  "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/single_evidence_control/single_evidence_control_d5_ed3f660899f1/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 27774177,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_ed3f660899f1/layers/layer_00.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_ed3f660899f1/layers/layer_01.png",
+    "layers-x/k3/single_evidence_control/single_evidence_control_d5_ed3f660899f1/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 5539321,
+  "qwen_elapsed_seconds": 5.214,
+  "qwen_record_path": "layers-x/k3/single_evidence_control/single_evidence_control_d5_ed3f660899f1/record.json"
+}

vec_pilot/layers-x/k3/visual_knowledge/visual_knowledge_d1_05f4d81ad8bb/record.json

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+{
+  "prompt_id": "visual_knowledge_d1_05f4d81ad8bb",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic equipment label with a flame warning icon on a metal surface, sharp focus and high contrast for easy decomposition.",
+  "target_evidence": "flame warning icon",
+  "expected_visual_elements": [
+    "equipment label",
+    "flame warning icon",
+    "metal surface"
+  ],
+  "negative_prompt": "low detail, soft focus, curved edges, watermarks",
+  "diversity_tags": [
+    "equipment label",
+    "fire safety",
+    "sharp focus"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "05f4d81ad8bb",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic equipment label with",
+  "max_similarity_to_other_prompt": 0.6667,
+  "diversity_score": 0.1333,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_05f4d81ad8bb",
+    "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/visual_knowledge/visual_knowledge_d1_05f4d81ad8bb/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 22288887,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_05f4d81ad8bb/layers/layer_00.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_05f4d81ad8bb/layers/layer_01.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_05f4d81ad8bb/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 5800170,
+  "qwen_elapsed_seconds": 5.205,
+  "qwen_record_path": "layers-x/k3/visual_knowledge/visual_knowledge_d1_05f4d81ad8bb/record.json"
+}

vec_pilot/layers-x/k3/visual_knowledge/visual_knowledge_d1_09a5fe350e7d/record.json

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+{
+  "prompt_id": "visual_knowledge_d1_09a5fe350e7d",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic panel with a fork and knife icon on a dark blue panel, clean and separated for easy decomposition.",
+  "target_evidence": "fork and knife icon",
+  "expected_visual_elements": [
+    "panel",
+    "fork and knife icon",
+    "dark blue background"
+  ],
+  "negative_prompt": "overly detailed, low resolution, curved edges, watermarks",
+  "diversity_tags": [
+    "panel",
+    "food service",
+    "clean edges"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "09a5fe350e7d",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic panel with a",
+  "max_similarity_to_other_prompt": 0.6087,
+  "diversity_score": 0.1913,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_09a5fe350e7d",
+    "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/visual_knowledge/visual_knowledge_d1_09a5fe350e7d/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 27390473,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_09a5fe350e7d/layers/layer_00.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_09a5fe350e7d/layers/layer_01.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_09a5fe350e7d/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 260884,
+  "qwen_elapsed_seconds": 5.293,
+  "qwen_record_path": "layers-x/k3/visual_knowledge/visual_knowledge_d1_09a5fe350e7d/record.json"
+}

vec_pilot/layers-x/k3/visual_knowledge/visual_knowledge_d1_18172281824d/record.json

@@ -0,0 +1,64 @@
+{
+  "prompt_id": "visual_knowledge_d1_18172281824d",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic dashboard panel showing a red medical cross icon against a dark gray panel with clean edges for clear symbol isolation.",
+  "target_evidence": "red medical cross",
+  "expected_visual_elements": [
+    "dashboard panel",
+    "red medical cross",
+    "dark gray background"
+  ],
+  "negative_prompt": "overly detailed, low resolution, reflections, shadows",
+  "diversity_tags": [
+    "dashboard",
+    "medical icon",
+    "clean edges"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "18172281824d",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic dashboard panel showing",
+  "max_similarity_to_other_prompt": 0.52,
+  "diversity_score": 0.28,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_18172281824d",
+    "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/visual_knowledge/visual_knowledge_d1_18172281824d/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 21686386,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_18172281824d/layers/layer_00.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_18172281824d/layers/layer_01.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_18172281824d/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 3337348,
+  "qwen_elapsed_seconds": 5.223,
+  "qwen_record_path": "layers-x/k3/visual_knowledge/visual_knowledge_d1_18172281824d/record.json"
+}

vec_pilot/layers-x/k3/visual_knowledge/visual_knowledge_d1_1d17a5dab778/record.json

@@ -0,0 +1,62 @@
+{
+  "prompt_id": "visual_knowledge_d1_1d17a5dab778",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic equipment label with a fork and knife icon on a light yellow background, isolated and clean for decomposition.",
+  "target_evidence": "fork and knife icon",
+  "expected_visual_elements": [
+    "equipment label",
+    "fork and knife icon"
+  ],
+  "negative_prompt": "low contrast, mixed colors, overlapping text, grainy texture",
+  "diversity_tags": [
+    "equipment label",
+    "food service"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "1d17a5dab778",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic equipment label with",
+  "max_similarity_to_other_prompt": 0.5909,
+  "diversity_score": 0.2091,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_1d17a5dab778",
+    "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/visual_knowledge/visual_knowledge_d1_1d17a5dab778/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 22898057,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_1d17a5dab778/layers/layer_00.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_1d17a5dab778/layers/layer_01.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_1d17a5dab778/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 2070083,
+  "qwen_elapsed_seconds": 5.206,
+  "qwen_record_path": "layers-x/k3/visual_knowledge/visual_knowledge_d1_1d17a5dab778/record.json"
+}

vec_pilot/layers-x/k3/visual_knowledge/visual_knowledge_d1_205a630fec90/record.json

@@ -0,0 +1,64 @@
+{
+  "prompt_id": "visual_knowledge_d1_205a630fec90",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic wall sticker with a wheelchair accessibility icon on a light blue wall, clear boundaries for symbol separation.",
+  "target_evidence": "wheelchair accessibility icon",
+  "expected_visual_elements": [
+    "wall sticker",
+    "wheelchair accessibility icon",
+    "light blue wall"
+  ],
+  "negative_prompt": "distorted, low resolution, transparent background, shadows",
+  "diversity_tags": [
+    "wall sticker",
+    "accessibility",
+    "clear boundaries"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "205a630fec90",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic wall sticker with",
+  "max_similarity_to_other_prompt": 0.619,
+  "diversity_score": 0.181,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_205a630fec90",
+    "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/visual_knowledge/visual_knowledge_d1_205a630fec90/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 27357525,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_205a630fec90/layers/layer_00.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_205a630fec90/layers/layer_01.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_205a630fec90/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 8772868,
+  "qwen_elapsed_seconds": 5.242,
+  "qwen_record_path": "layers-x/k3/visual_knowledge/visual_knowledge_d1_205a630fec90/record.json"
+}

vec_pilot/layers-x/k3/visual_knowledge/visual_knowledge_d1_2085eed6f031/record.json

@@ -0,0 +1,62 @@
+{
+  "prompt_id": "visual_knowledge_d1_2085eed6f031",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic wall sticker showing a yellow lightning bolt on a dark blue wall, sharply focused and distinct from surroundings.",
+  "target_evidence": "yellow lightning bolt",
+  "expected_visual_elements": [
+    "wall sticker",
+    "yellow lightning bolt"
+  ],
+  "negative_prompt": "overexposed, washed out colors, faded sticker, cluttered wall",
+  "diversity_tags": [
+    "wall sticker",
+    "electrical hazard"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "2085eed6f031",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic wall sticker showing",
+  "max_similarity_to_other_prompt": 0.4231,
+  "diversity_score": 0.3769,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_2085eed6f031",
+    "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/visual_knowledge/visual_knowledge_d1_2085eed6f031/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 24665057,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_2085eed6f031/layers/layer_00.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_2085eed6f031/layers/layer_01.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_2085eed6f031/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 6962100,
+  "qwen_elapsed_seconds": 5.165,
+  "qwen_record_path": "layers-x/k3/visual_knowledge/visual_knowledge_d1_2085eed6f031/record.json"
+}

vec_pilot/layers-x/k3/visual_knowledge/visual_knowledge_d1_30ad0cff5bb8/record.json

@@ -0,0 +1,62 @@
+{
+  "prompt_id": "visual_knowledge_d1_30ad0cff5bb8",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic dashboard panel with a skull warning icon on a dark grey panel, isolated and sharp for clear symbol identification.",
+  "target_evidence": "skull warning icon",
+  "expected_visual_elements": [
+    "dashboard panel",
+    "skull warning icon"
+  ],
+  "negative_prompt": "distracting background, low detail, faded icon, blurry edges",
+  "diversity_tags": [
+    "dashboard panel",
+    "toxic hazard"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "30ad0cff5bb8",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic dashboard panel with",
+  "max_similarity_to_other_prompt": 0.5417,
+  "diversity_score": 0.2583,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_30ad0cff5bb8",
+    "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/visual_knowledge/visual_knowledge_d1_30ad0cff5bb8/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 21487495,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_30ad0cff5bb8/layers/layer_00.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_30ad0cff5bb8/layers/layer_01.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_30ad0cff5bb8/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 2175661,
+  "qwen_elapsed_seconds": 5.274,
+  "qwen_record_path": "layers-x/k3/visual_knowledge/visual_knowledge_d1_30ad0cff5bb8/record.json"
+}

vec_pilot/layers-x/k3/visual_knowledge/visual_knowledge_d1_394fb0f7b3c9/record.json

@@ -0,0 +1,62 @@
+{
+  "prompt_id": "visual_knowledge_d1_394fb0f7b3c9",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic folder with a water droplet icon on a white background, sharply focused and separated from folder text.",
+  "target_evidence": "water droplet icon",
+  "expected_visual_elements": [
+    "folder",
+    "water droplet icon"
+  ],
+  "negative_prompt": "faded icon, low contrast, complex folder design, cluttered background",
+  "diversity_tags": [
+    "folder",
+    "water source"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "394fb0f7b3c9",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic folder with a",
+  "max_similarity_to_other_prompt": 0.5652,
+  "diversity_score": 0.2348,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_394fb0f7b3c9",
+    "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/visual_knowledge/visual_knowledge_d1_394fb0f7b3c9/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 23689293,
+  "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": 3,
+  "qwen_layer_count_returned": 3,
+  "qwen_layer_paths": [
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_394fb0f7b3c9/layers/layer_00.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_394fb0f7b3c9/layers/layer_01.png",
+    "layers-x/k3/visual_knowledge/visual_knowledge_d1_394fb0f7b3c9/layers/layer_02.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 5247764,
+  "qwen_elapsed_seconds": 5.218,
+  "qwen_record_path": "layers-x/k3/visual_knowledge/visual_knowledge_d1_394fb0f7b3c9/record.json"
+}