{ "model_type": "mlx_smolvlm", "base_model": "mlx-community/SmolVLM-256M-Instruct-bf16", "training_platform": "VisualAI", "training_job_id": 1, "training_completed": true, "note": "This is an MLX-trained model. Use mlx-vlm.load() to reload the base model.", "learned_mappings": { "whats the oem": { "response": "BCYA-26-43Z, BCYA-26-43ZB, BDYS-26-43Z, DFZ5-26-43Z, DGY6-26-43Z", "visual_features": { "feature_vector": [ 0.749, 0.346, 0.963, 0.696, 0.214, 0.673, 0.214, 0.587, 0.104, 0.526, 0.343, 0.731, 0.973, 0.904, 0.847, 0.826, 0.872, 0.337, 0.693, 0.816, 0.575, 0.841, 0.005, 0.841, 0.319, 0.439, 0.688, 0.807, 0.513, 0.694, 0.883, 0.116, 0.35, 0.121, 0.174, 0.319, 0.58, 0.14, 0.712, 0.8, 0.048, 0.45, 0.019, 0.672, 0.505, 0.522, 0.637, 0.548, 0.609, 0.037, 0.162, 0.821, 0.297, 0.543, 0.018, 0.939, 0.016, 0.156, 0.924, 0.676 ], "key_features": [ "brake", "brake", "brake", "metal", "backing", "clip", "metal", "brake", "the", "component", "has", "matte", "the", "component", "green", "has", "two", "bolts" ], "domain_keywords": [ "metal", "components", "features", "automotive_part", "bolts", "has", "mounting_hardware", "used", "include", "that", "clip", "component", "brake", "are", "brake_component", "two", "the", "matte", "green", "there", "have", "made", "and", "backing", "each", "holes", "grooves", "cooling", "friction_surface", "fit", "bolt", "slots" ], "summary": "It is a brake component.", "brake_component_type": [ "it", "is", "a", "brake", "component." ], "friction_material": [ "the", "brake", "component", "has", "a", "matte", "texture." ], "backing_plate": [ "the", "brake", "component", "is", "a", "green", "metal", "backing", "plate.", "it", "has", "two", "bolts", "on", "each", "side." ], "mounting_pattern": [ "there", "are", "two", "bolt", "holes", "and", "two", "clip", "holes." ], "surface_texture": [ "the", "components", "are", "made", "of", "metal", "and", "have", "a", "green", "color.", "the", "brake-specific", "features", "include", "grooves,", "slots,", "perforations,", "cooling", "vanes,", "and", "anti-squeal", "shims.", "the", "grooves", "are", "grooves", "that", "are", "used", "to", "fit", "the", "brake", "calipers.", "the", "slots", "are", "slots", "that", "are", "used", "to" ], "wear_indicators": [], "part_markings": [ "P040,", "17THF-7HF-23,", "10540." ], "brake_dimensions": [ "medium-sized." ], "color_patterns": [ "green." ], "shape_patterns": [], "text_patterns": [ "P040,", "17THF-7HF-23,", "10540." ] }, "generalization_keywords": [ "brake", "brake", "brake", "metal", "backing", "clip", "metal", "brake", "the", "component", "has", "matte", "the", "component", "green", "has", "two", "bolts" ] }, "whats the wva": { "response": "WVA 26174, WVA 26175, WVA 26176", "visual_features": { "feature_vector": [ 0.749, 0.346, 0.963, 0.696, 0.214, 0.673, 0.214, 0.587, 0.104, 0.526, 0.343, 0.731, 0.973, 0.904, 0.847, 0.826, 0.872, 0.337, 0.693, 0.816, 0.575, 0.841, 0.005, 0.841, 0.319, 0.439, 0.688, 0.807, 0.513, 0.694, 0.883, 0.116, 0.35, 0.121, 0.174, 0.319, 0.58, 0.14, 0.712, 0.8, 0.048, 0.45, 0.019, 0.672, 0.505, 0.522, 0.637, 0.548, 0.609, 0.037, 0.162, 0.821, 0.297, 0.543, 0.018, 0.939, 0.016, 0.156, 0.924, 0.676 ], "key_features": [ "brake", "brake", "brake", "metal", "backing", "clip", "metal", "brake", "the", "component", "has", "matte", "the", "component", "green", "has", "two", "bolts" ], "domain_keywords": [ "metal", "components", "features", "automotive_part", "bolts", "has", "mounting_hardware", "used", "include", "that", "clip", "component", "brake", "are", "brake_component", "two", "the", "matte", "green", "there", "have", "made", "and", "backing", "each", "holes", "grooves", "cooling", "friction_surface", "fit", "bolt", "slots" ], "summary": "It is a brake component.", "brake_component_type": [ "it", "is", "a", "brake", "component." ], "friction_material": [ "the", "brake", "component", "has", "a", "matte", "texture." ], "backing_plate": [ "the", "brake", "component", "is", "a", "green", "metal", "backing", "plate.", "it", "has", "two", "bolts", "on", "each", "side." ], "mounting_pattern": [ "there", "are", "two", "bolt", "holes", "and", "two", "clip", "holes." ], "surface_texture": [ "the", "components", "are", "made", "of", "metal", "and", "have", "a", "green", "color.", "the", "brake-specific", "features", "include", "grooves,", "slots,", "perforations,", "cooling", "vanes,", "and", "anti-squeal", "shims.", "the", "grooves", "are", "grooves", "that", "are", "used", "to", "fit", "the", "brake", "calipers.", "the", "slots", "are", "slots", "that", "are", "used", "to" ], "wear_indicators": [], "part_markings": [ "P040,", "17THF-7HF-23,", "10540." ], "brake_dimensions": [ "medium-sized." ], "color_patterns": [ "green." ], "shape_patterns": [], "text_patterns": [ "P040,", "17THF-7HF-23,", "10540." ] }, "generalization_keywords": [ "brake", "brake", "brake", "metal", "backing", "clip", "metal", "brake", "the", "component", "has", "matte", "the", "component", "green", "has", "two", "bolts" ] } }, "training_examples_count": 3, "sample_training_examples": [ { "prompt": "Whats the OEM", "response": "SP1983" }, { "prompt": "Whats the OEM", "response": "BCYA-26-43Z, BCYA-26-43ZB, BDYS-26-43Z, DFZ5-26-43Z, DGY6-26-43Z" }, { "prompt": "Whats the WVA", "response": "WVA 26174, WVA 26175, WVA 26176" } ], "image_prompt_responses": [ { "image_path": "training_images/training_image_0.jpg", "prompt": "Whats the OEM", "response": "SP1983", "prompt_key": "whats the oem", "visual_features": { "feature_vector": [ 0.894, 0.544, 0.705, 0.662, 0.038, 0.511, 0.599, 0.624, 0.017, 0.319, 0.957, 0.277, 0.985, 0.832, 0.817, 0.159, 0.056, 0.045, 0.407, 0.359, 0.27, 0.442, 0.724, 0.288, 0.427, 0.376, 0.344, 0.727, 0.545, 0.777, 0.983, 0.474, 0.36, 0.301, 0.312, 0.209, 0.868, 0.756, 0.714, 0.067, 0.385, 0.272, 0.811, 0.172, 0.605, 0.546, 0.584, 0.995, 0.525, 0.837, 0.105, 0.736, 0.603, 0.158, 0.141, 0.807, 0.542, 0.053, 0.65, 0.236 ], "key_features": [ "brake", "metal", "backing", "plate", "brake", "brake", "black", "metal", "black", "friction", "other", "the", "surface", "texture", "with", "small", "holes", "and", "the", "structural" ], "domain_keywords": [ "metal", "components", "designed", "such", "automotive_part", "texture", "has", "mounting_hardware", "hard", "that", "elements", "out", "one", "component", "this", "likely", "brake", "flexible", "small", "over", "are", "middle", "brake_component", "slightly", "edges", "laid", "the", "overlapping", "green", "with", "there", "made", "black", "and", "stud", "backing", "friction", "surface", "holes", "other", "plate", "plastic", "screw", "structural", "friction_surface", "fit" ], "summary": "Other brake part.", "brake_component_type": [ "other", "brake", "part." ], "friction_material": [ "the", "surface", "texture", "is", "rubbery,", "with", "small", "holes", "and", "indentations." ], "backing_plate": [ "the", "metal", "backing", "plate", "or", "structural", "elements", "of", "this", "brake", "component", "is", "likely", "made", "of", "a", "flexible", "material,", "such", "as", "plastic", "or", "leather,", "and", "is", "designed", "to", "fit", "over", "the", "edges", "of", "a", "vehicle's", "brake", "system." ], "mounting_pattern": [ "there", "are", "4", "holes." ], "surface_texture": [ "the", "surface", "texture", "is", "green", "and", "grid-like,", "and", "the", "components", "are", "made", "of", "a", "hard", "material,", "likely", "metal,", "that", "is", "likely", "black", "in", "color.", "the", "components", "are", "laid", "out", "in", "a", "row,", "with", "the", "middle", "one", "slightly", "overlapping", "the", "other", "two.", "the", "middle", "one", "has", "a", "metal", "stud", "with", "a", "screw", "that" ], "wear_indicators": [], "part_markings": [ "Black", "leather,", "parts,", "maker,", "manufacturer,", "and", "brake-specific", "text." ], "brake_dimensions": [ "medium-sized." ], "color_patterns": [ "black,", "metal,", "friction", "material." ], "shape_patterns": [], "text_patterns": [ "Black", "leather,", "parts,", "maker,", "manufacturer,", "and", "brake-specific", "text." ] }, "domain_description": "unknown", "domain_keywords": [ "metal", "components", "designed", "such", "automotive_part", "texture", "has", "mounting_hardware", "hard", "that", "elements", "out", "one", "component", "this", "likely", "brake", "flexible", "small", "over", "are", "middle", "brake_component", "slightly", "edges", "laid", "the", "overlapping", "green", "with", "there", "made", "black", "and", "stud", "backing", "friction", "surface", "holes", "other", "plate", "plastic", "screw", "structural", "friction_surface", "fit" ] }, { "image_path": "training_images/training_image_1.jpg", "prompt": "Whats the OEM", "response": "BCYA-26-43Z, BCYA-26-43ZB, BDYS-26-43Z, DFZ5-26-43Z, DGY6-26-43Z", "prompt_key": "whats the oem", "visual_features": { "feature_vector": [ 0.749, 0.346, 0.963, 0.696, 0.214, 0.673, 0.214, 0.587, 0.104, 0.526, 0.343, 0.731, 0.973, 0.904, 0.847, 0.826, 0.872, 0.337, 0.693, 0.816, 0.575, 0.841, 0.005, 0.841, 0.319, 0.439, 0.688, 0.807, 0.513, 0.694, 0.883, 0.116, 0.35, 0.121, 0.174, 0.319, 0.58, 0.14, 0.712, 0.8, 0.048, 0.45, 0.019, 0.672, 0.505, 0.522, 0.637, 0.548, 0.609, 0.037, 0.162, 0.821, 0.297, 0.543, 0.018, 0.939, 0.016, 0.156, 0.924, 0.676 ], "key_features": [ "brake", "brake", "brake", "metal", "backing", "clip", "metal", "brake", "the", "component", "has", "matte", "the", "component", "green", "has", "two", "bolts" ], "domain_keywords": [ "metal", "components", "features", "automotive_part", "bolts", "has", "mounting_hardware", "used", "include", "that", "clip", "component", "brake", "are", "brake_component", "two", "the", "matte", "green", "there", "have", "made", "and", "backing", "each", "holes", "grooves", "cooling", "friction_surface", "fit", "bolt", "slots" ], "summary": "It is a brake component.", "brake_component_type": [ "it", "is", "a", "brake", "component." ], "friction_material": [ "the", "brake", "component", "has", "a", "matte", "texture." ], "backing_plate": [ "the", "brake", "component", "is", "a", "green", "metal", "backing", "plate.", "it", "has", "two", "bolts", "on", "each", "side." ], "mounting_pattern": [ "there", "are", "two", "bolt", "holes", "and", "two", "clip", "holes." ], "surface_texture": [ "the", "components", "are", "made", "of", "metal", "and", "have", "a", "green", "color.", "the", "brake-specific", "features", "include", "grooves,", "slots,", "perforations,", "cooling", "vanes,", "and", "anti-squeal", "shims.", "the", "grooves", "are", "grooves", "that", "are", "used", "to", "fit", "the", "brake", "calipers.", "the", "slots", "are", "slots", "that", "are", "used", "to" ], "wear_indicators": [], "part_markings": [ "P040,", "17THF-7HF-23,", "10540." ], "brake_dimensions": [ "medium-sized." ], "color_patterns": [ "green." ], "shape_patterns": [], "text_patterns": [ "P040,", "17THF-7HF-23,", "10540." ] }, "domain_description": "unknown", "domain_keywords": [ "metal", "components", "features", "automotive_part", "bolts", "has", "mounting_hardware", "used", "include", "that", "clip", "component", "brake", "are", "brake_component", "two", "the", "matte", "green", "there", "have", "made", "and", "backing", "each", "holes", "grooves", "cooling", "friction_surface", "fit", "bolt", "slots" ] }, { "image_path": "training_images/training_image_2.jpg", "prompt": "Whats the WVA", "response": "WVA 26174, WVA 26175, WVA 26176", "prompt_key": "whats the wva", "visual_features": { "feature_vector": [ 0.749, 0.346, 0.963, 0.696, 0.214, 0.673, 0.214, 0.587, 0.104, 0.526, 0.343, 0.731, 0.973, 0.904, 0.847, 0.826, 0.872, 0.337, 0.693, 0.816, 0.575, 0.841, 0.005, 0.841, 0.319, 0.439, 0.688, 0.807, 0.513, 0.694, 0.883, 0.116, 0.35, 0.121, 0.174, 0.319, 0.58, 0.14, 0.712, 0.8, 0.048, 0.45, 0.019, 0.672, 0.505, 0.522, 0.637, 0.548, 0.609, 0.037, 0.162, 0.821, 0.297, 0.543, 0.018, 0.939, 0.016, 0.156, 0.924, 0.676 ], "key_features": [ "brake", "brake", "brake", "metal", "backing", "clip", "metal", "brake", "the", "component", "has", "matte", "the", "component", "green", "has", "two", "bolts" ], "domain_keywords": [ "metal", "components", "features", "automotive_part", "bolts", "has", "mounting_hardware", "used", "include", "that", "clip", "component", "brake", "are", "brake_component", "two", "the", "matte", "green", "there", "have", "made", "and", "backing", "each", "holes", "grooves", "cooling", "friction_surface", "fit", "bolt", "slots" ], "summary": "It is a brake component.", "brake_component_type": [ "it", "is", "a", "brake", "component." ], "friction_material": [ "the", "brake", "component", "has", "a", "matte", "texture." ], "backing_plate": [ "the", "brake", "component", "is", "a", "green", "metal", "backing", "plate.", "it", "has", "two", "bolts", "on", "each", "side." ], "mounting_pattern": [ "there", "are", "two", "bolt", "holes", "and", "two", "clip", "holes." ], "surface_texture": [ "the", "components", "are", "made", "of", "metal", "and", "have", "a", "green", "color.", "the", "brake-specific", "features", "include", "grooves,", "slots,", "perforations,", "cooling", "vanes,", "and", "anti-squeal", "shims.", "the", "grooves", "are", "grooves", 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