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@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+training_images/training_image_0.jpg filter=lfs diff=lfs merge=lfs -text
+training_images/training_image_1.jpg filter=lfs diff=lfs merge=lfs -text
+training_images/training_image_2.jpg filter=lfs diff=lfs merge=lfs -text

mlx_model_info.json

@@ -0,0 +1,1248 @@
+{
+  "model_type": "mlx_smolvlm",
+  "base_model": "mlx-community/SmolVLM-256M-Instruct-bf16",
+  "training_platform": "VisualAI",
+  "training_job_id": 4,
+  "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": [
+          0.65,
+          0.712,
+          0.616,
+          0.744,
+          0.609,
+          0.533,
+          0.002,
+          0.406,
+          0.609,
+          0.375,
+          0.647,
+          0.655,
+          0.646,
+          0.967,
+          0.845,
+          0.892,
+          0.525,
+          0.828,
+          0.605,
+          0.181,
+          0.476,
+          0.949,
+          0.389,
+          0.064,
+          0.283,
+          0.697,
+          0.974,
+          0.262,
+          0.528,
+          0.758,
+          0.601,
+          0.569,
+          0.143,
+          0.118,
+          0.62,
+          0.031,
+          0.332,
+          0.212,
+          0.493,
+          0.767,
+          0.178,
+          0.144,
+          0.455,
+          0.588,
+          0.157,
+          0.376,
+          0.438,
+          0.992,
+          0.945,
+          0.371
+        ],
+        "key_features": [
+          "the",
+          "brake",
+          "component",
+          "metallic",
+          "object",
+          "that",
+          "designed",
+          "used",
+          "standard",
+          "brake",
+          "component",
+          "used",
+          "vehicles",
+          "reduce",
+          "the",
+          "force",
+          "applied",
+          "the",
+          "the",
+          "brake"
+        ],
+        "domain_keywords": [
+          "bolts",
+          "with",
+          "silver",
+          "metallic",
+          "object",
+          "reduce",
+          "secure",
+          "brake",
+          "standard",
+          "used",
+          "has",
+          "top",
+          "the",
+          "attached",
+          "that",
+          "designed",
+          "typically",
+          "which",
+          "bronze",
+          "each",
+          "wheel",
+          "metal",
+          "green",
+          "worn",
+          "positioned",
+          "numbers",
+          "away",
+          "vehicles",
+          "located",
+          "likely",
+          "two",
+          "center",
+          "component",
+          "made",
+          "and",
+          "are",
+          "force",
+          "applied"
+        ],
+        "summary": "The brake component is a metallic object that is designed to be used on a wheel. It is a standard brake component used in vehicles to reduce the force applied to the wheels. The brake component is made of a metal alloy, which is typically silver or bronze in color. The brake component is attached to the wheel, and it is designed to be worn away by the force of the vehicle's movement.\n\nThe brake component is attached to the wheel by two bolts, which are located on the top",
+        "color_patterns": [
+          "the",
+          "brake",
+          "component",
+          "is",
+          "green",
+          "in",
+          "color.<end_of_utterance>"
+        ],
+        "shape_patterns": [
+          "the",
+          "brake",
+          "component",
+          "is",
+          "a",
+          "metallic",
+          "wheel",
+          "with",
+          "a",
+          "green",
+          "color.",
+          "it",
+          "has",
+          "two",
+          "bolts",
+          "on",
+          "each",
+          "wheel,",
+          "which",
+          "are",
+          "likely",
+          "used",
+          "to",
+          "secure",
+          "the",
+          "wheel",
+          "in",
+          "place.",
+          "the",
+          "bolts",
+          "are",
+          "positioned",
+          "at",
+          "the",
+          "center",
+          "of",
+          "the",
+          "wheel,",
+          "and",
+          "the",
+          "wheel",
+          "is",
+          "attached",
+          "to",
+          "the",
+          "metal"
+        ],
+        "text_patterns": [
+          "The",
+          "brake",
+          "component",
+          "has",
+          "the",
+          "numbers",
+          "177-7H-FEF.<end_of_utterance>"
+        ]
+      },
+      "generalization_keywords": [
+        "the",
+        "brake",
+        "component",
+        "metallic",
+        "object",
+        "that",
+        "designed",
+        "used",
+        "standard",
+        "brake",
+        "component",
+        "used",
+        "vehicles",
+        "reduce",
+        "the",
+        "force",
+        "applied",
+        "the",
+        "the",
+        "brake"
+      ]
+    },
+    "whats the wva": {
+      "response": "WVA 26174, WVA 26175, WVA 26176",
+      "visual_features": {
+        "feature_vector": [
+          0.65,
+          0.712,
+          0.616,
+          0.744,
+          0.609,
+          0.533,
+          0.002,
+          0.406,
+          0.609,
+          0.375,
+          0.647,
+          0.655,
+          0.646,
+          0.967,
+          0.845,
+          0.892,
+          0.525,
+          0.828,
+          0.605,
+          0.181,
+          0.476,
+          0.949,
+          0.389,
+          0.064,
+          0.283,
+          0.697,
+          0.974,
+          0.262,
+          0.528,
+          0.758,
+          0.601,
+          0.569,
+          0.143,
+          0.118,
+          0.62,
+          0.031,
+          0.332,
+          0.212,
+          0.493,
+          0.767,
+          0.178,
+          0.144,
+          0.455,
+          0.588,
+          0.157,
+          0.376,
+          0.438,
+          0.992,
+          0.945,
+          0.371
+        ],
+        "key_features": [
+          "the",
+          "brake",
+          "component",
+          "metallic",
+          "object",
+          "that",
+          "designed",
+          "used",
+          "standard",
+          "brake",
+          "component",
+          "used",
+          "vehicles",
+          "reduce",
+          "the",
+          "force",
+          "applied",
+          "the",
+          "the",
+          "brake"
+        ],
+        "domain_keywords": [
+          "bolts",
+          "with",
+          "silver",
+          "metallic",
+          "object",
+          "reduce",
+          "secure",
+          "brake",
+          "standard",
+          "used",
+          "has",
+          "top",
+          "the",
+          "attached",
+          "that",
+          "designed",
+          "typically",
+          "which",
+          "bronze",
+          "each",
+          "wheel",
+          "metal",
+          "green",
+          "worn",
+          "positioned",
+          "numbers",
+          "away",
+          "vehicles",
+          "located",
+          "likely",
+          "two",
+          "center",
+          "component",
+          "made",
+          "and",
+          "are",
+          "force",
+          "applied"
+        ],
+        "summary": "The brake component is a metallic object that is designed to be used on a wheel. It is a standard brake component used in vehicles to reduce the force applied to the wheels. The brake component is made of a metal alloy, which is typically silver or bronze in color. The brake component is attached to the wheel, and it is designed to be worn away by the force of the vehicle's movement.\n\nThe brake component is attached to the wheel by two bolts, which are located on the top",
+        "color_patterns": [
+          "the",
+          "brake",
+          "component",
+          "is",
+          "green",
+          "in",
+          "color.<end_of_utterance>"
+        ],
+        "shape_patterns": [
+          "the",
+          "brake",
+          "component",
+          "is",
+          "a",
+          "metallic",
+          "wheel",
+          "with",
+          "a",
+          "green",
+          "color.",
+          "it",
+          "has",
+          "two",
+          "bolts",
+          "on",
+          "each",
+          "wheel,",
+          "which",
+          "are",
+          "likely",
+          "used",
+          "to",
+          "secure",
+          "the",
+          "wheel",
+          "in",
+          "place.",
+          "the",
+          "bolts",
+          "are",
+          "positioned",
+          "at",
+          "the",
+          "center",
+          "of",
+          "the",
+          "wheel,",
+          "and",
+          "the",
+          "wheel",
+          "is",
+          "attached",
+          "to",
+          "the",
+          "metal"
+        ],
+        "text_patterns": [
+          "The",
+          "brake",
+          "component",
+          "has",
+          "the",
+          "numbers",
+          "177-7H-FEF.<end_of_utterance>"
+        ]
+      },
+      "generalization_keywords": [
+        "the",
+        "brake",
+        "component",
+        "metallic",
+        "object",
+        "that",
+        "designed",
+        "used",
+        "standard",
+        "brake",
+        "component",
+        "used",
+        "vehicles",
+        "reduce",
+        "the",
+        "force",
+        "applied",
+        "the",
+        "the",
+        "brake"
+      ]
+    }
+  },
+  "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": [
+          0.402,
+          0.737,
+          0.806,
+          0.434,
+          0.62,
+          0.721,
+          0.413,
+          0.359,
+          0.38,
+          0.988,
+          0.614,
+          0.898,
+          0.15,
+          0.869,
+          0.117,
+          0.602,
+          0.058,
+          0.791,
+          0.181,
+          0.221,
+          0.296,
+          0.861,
+          0.975,
+          0.386,
+          0.786,
+          0.544,
+          0.879,
+          0.592,
+          0.1,
+          0.045,
+          0.256,
+          0.103,
+          0.269,
+          0.015,
+          0.468,
+          0.527,
+          0.813,
+          0.602,
+          0.141,
+          0.538,
+          0.022,
+          0.271,
+          0.519,
+          0.412,
+          0.763,
+          0.371,
+          0.023,
+          0.5,
+          0.888,
+          0.931
+        ],
+        "key_features": [
+          "this",
+          "image",
+          "shows",
+          "set",
+          "four",
+          "black",
+          "leather",
+          "likely",
+          "for",
+          "placed",
+          "cutting",
+          "the",
+          "mat",
+          "has",
+          "grid",
+          "pattern",
+          "with",
+          "small",
+          "white",
+          "which"
+        ],
+        "domain_keywords": [
+          "mat",
+          "white",
+          "with",
+          "silver",
+          "components",
+          "metallic",
+          "piece",
+          "placed",
+          "four",
+          "edges",
+          "text",
+          "brake",
+          "edge",
+          "used",
+          "visible",
+          "has",
+          "fits",
+          "the",
+          "containing",
+          "leather",
+          "equal",
+          "black",
+          "image",
+          "grid",
+          "flat",
+          "precision",
+          "that",
+          "which",
+          "for",
+          "not",
+          "beveled",
+          "each",
+          "set",
+          "size",
+          "cutting",
+          "pattern",
+          "typical",
+          "left",
+          "side",
+          "likely",
+          "located",
+          "into",
+          "shape",
+          "small",
+          "shows",
+          "first",
+          "component",
+          "and",
+          "rectangular",
+          "this",
+          "specific",
+          "design",
+          "are",
+          "matches",
+          "divided",
+          "slots"
+        ],
+        "summary": "This image shows a set of four black leather parts, likely for a car, placed on a green, grid-patterned cutting mat. The mat has a grid pattern with small white lines, which is typical of a cutting mat used for precision cutting. The mat is divided into four equal sections, each containing a specific size and shape of part.\n\nThe first part, located on the left side of the image, is a rectangular piece with a smooth, flat surface. It has a black",
+        "color_patterns": [
+          "the",
+          "components",
+          "are",
+          "black",
+          "and",
+          "silver",
+          "in",
+          "color.<end_of_utterance>"
+        ],
+        "shape_patterns": [
+          "the",
+          "brake",
+          "component",
+          "is",
+          "a",
+          "round,",
+          "metallic",
+          "piece",
+          "that",
+          "fits",
+          "into",
+          "slots",
+          "on",
+          "a",
+          "green,",
+          "grid-patterned",
+          "cutting",
+          "mat.",
+          "the",
+          "design",
+          "of",
+          "the",
+          "piece",
+          "is",
+          "simple,",
+          "with",
+          "a",
+          "beveled",
+          "edge",
+          "that",
+          "matches",
+          "the",
+          "cutting",
+          "mat's",
+          "grid",
+          "lines.",
+          "the",
+          "edges",
+          "of"
+        ],
+        "text_patterns": [
+          "The",
+          "text",
+          "on",
+          "the",
+          "component",
+          "is",
+          "not",
+          "visible",
+          "in",
+          "the",
+          "image.<end_of_utterance>"
+        ]
+      },
+      "domain_description": "unknown",
+      "domain_keywords": [
+        "mat",
+        "white",
+        "with",
+        "silver",
+        "components",
+        "metallic",
+        "piece",
+        "placed",
+        "four",
+        "edges",
+        "text",
+        "brake",
+        "edge",
+        "used",
+        "visible",
+        "has",
+        "fits",
+        "the",
+        "containing",
+        "leather",
+        "equal",
+        "black",
+        "image",
+        "grid",
+        "flat",
+        "precision",
+        "that",
+        "which",
+        "for",
+        "not",
+        "beveled",
+        "each",
+        "set",
+        "size",
+        "cutting",
+        "pattern",
+        "typical",
+        "left",
+        "side",
+        "likely",
+        "located",
+        "into",
+        "shape",
+        "small",
+        "shows",
+        "first",
+        "component",
+        "and",
+        "rectangular",
+        "this",
+        "specific",
+        "design",
+        "are",
+        "matches",
+        "divided",
+        "slots"
+      ]
+    },
+    {
+      "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": [
+          0.65,
+          0.712,
+          0.616,
+          0.744,
+          0.609,
+          0.533,
+          0.002,
+          0.406,
+          0.609,
+          0.375,
+          0.647,
+          0.655,
+          0.646,
+          0.967,
+          0.845,
+          0.892,
+          0.525,
+          0.828,
+          0.605,
+          0.181,
+          0.476,
+          0.949,
+          0.389,
+          0.064,
+          0.283,
+          0.697,
+          0.974,
+          0.262,
+          0.528,
+          0.758,
+          0.601,
+          0.569,
+          0.143,
+          0.118,
+          0.62,
+          0.031,
+          0.332,
+          0.212,
+          0.493,
+          0.767,
+          0.178,
+          0.144,
+          0.455,
+          0.588,
+          0.157,
+          0.376,
+          0.438,
+          0.992,
+          0.945,
+          0.371
+        ],
+        "key_features": [
+          "the",
+          "brake",
+          "component",
+          "metallic",
+          "object",
+          "that",
+          "designed",
+          "used",
+          "standard",
+          "brake",
+          "component",
+          "used",
+          "vehicles",
+          "reduce",
+          "the",
+          "force",
+          "applied",
+          "the",
+          "the",
+          "brake"
+        ],
+        "domain_keywords": [
+          "bolts",
+          "with",
+          "silver",
+          "metallic",
+          "object",
+          "reduce",
+          "secure",
+          "brake",
+          "standard",
+          "used",
+          "has",
+          "top",
+          "the",
+          "attached",
+          "that",
+          "designed",
+          "typically",
+          "which",
+          "bronze",
+          "each",
+          "wheel",
+          "metal",
+          "green",
+          "worn",
+          "positioned",
+          "numbers",
+          "away",
+          "vehicles",
+          "located",
+          "likely",
+          "two",
+          "center",
+          "component",
+          "made",
+          "and",
+          "are",
+          "force",
+          "applied"
+        ],
+        "summary": "The brake component is a metallic object that is designed to be used on a wheel. It is a standard brake component used in vehicles to reduce the force applied to the wheels. The brake component is made of a metal alloy, which is typically silver or bronze in color. The brake component is attached to the wheel, and it is designed to be worn away by the force of the vehicle's movement.\n\nThe brake component is attached to the wheel by two bolts, which are located on the top",
+        "color_patterns": [
+          "the",
+          "brake",
+          "component",
+          "is",
+          "green",
+          "in",
+          "color.<end_of_utterance>"
+        ],
+        "shape_patterns": [
+          "the",
+          "brake",
+          "component",
+          "is",
+          "a",
+          "metallic",
+          "wheel",
+          "with",
+          "a",
+          "green",
+          "color.",
+          "it",
+          "has",
+          "two",
+          "bolts",
+          "on",
+          "each",
+          "wheel,",
+          "which",
+          "are",
+          "likely",
+          "used",
+          "to",
+          "secure",
+          "the",
+          "wheel",
+          "in",
+          "place.",
+          "the",
+          "bolts",
+          "are",
+          "positioned",
+          "at",
+          "the",
+          "center",
+          "of",
+          "the",
+          "wheel,",
+          "and",
+          "the",
+          "wheel",
+          "is",
+          "attached",
+          "to",
+          "the",
+          "metal"
+        ],
+        "text_patterns": [
+          "The",
+          "brake",
+          "component",
+          "has",
+          "the",
+          "numbers",
+          "177-7H-FEF.<end_of_utterance>"
+        ]
+      },
+      "domain_description": "unknown",
+      "domain_keywords": [
+        "bolts",
+        "with",
+        "silver",
+        "metallic",
+        "object",
+        "reduce",
+        "secure",
+        "brake",
+        "standard",
+        "used",
+        "has",
+        "top",
+        "the",
+        "attached",
+        "that",
+        "designed",
+        "typically",
+        "which",
+        "bronze",
+        "each",
+        "wheel",
+        "metal",
+        "green",
+        "worn",
+        "positioned",
+        "numbers",
+        "away",
+        "vehicles",
+        "located",
+        "likely",
+        "two",
+        "center",
+        "component",
+        "made",
+        "and",
+        "are",
+        "force",
+        "applied"
+      ]
+    },
+    {
+      "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": [
+          0.65,
+          0.712,
+          0.616,
+          0.744,
+          0.609,
+          0.533,
+          0.002,
+          0.406,
+          0.609,
+          0.375,
+          0.647,
+          0.655,
+          0.646,
+          0.967,
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+          0.376,
+          0.438,
+          0.992,
+          0.945,
+          0.371
+        ],
+        "key_features": [
+          "the",
+          "brake",
+          "component",
+          "metallic",
+          "object",
+          "that",
+          "designed",
+          "used",
+          "standard",
+          "brake",
+          "component",
+          "used",
+          "vehicles",
+          "reduce",
+          "the",
+          "force",
+          "applied",
+          "the",
+          "the",
+          "brake"
+        ],
+        "domain_keywords": [
+          "bolts",
+          "with",
+          "silver",
+          "metallic",
+          "object",
+          "reduce",
+          "secure",
+          "brake",
+          "standard",
+          "used",
+          "has",
+          "top",
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+          "attached",
+          "that",
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+          "worn",
+          "positioned",
+          "numbers",
+          "away",
+          "vehicles",
+          "located",
+          "likely",
+          "two",
+          "center",
+          "component",
+          "made",
+          "and",
+          "are",
+          "force",
+          "applied"
+        ],
+        "summary": "The brake component is a metallic object that is designed to be used on a wheel. It is a standard brake component used in vehicles to reduce the force applied to the wheels. The brake component is made of a metal alloy, which is typically silver or bronze in color. The brake component is attached to the wheel, and it is designed to be worn away by the force of the vehicle's movement.\n\nThe brake component is attached to the wheel by two bolts, which are located on the top",
+        "color_patterns": [
+          "the",
+          "brake",
+          "component",
+          "is",
+          "green",
+          "in",
+          "color.<end_of_utterance>"
+        ],
+        "shape_patterns": [
+          "the",
+          "brake",
+          "component",
+          "is",
+          "a",
+          "metallic",
+          "wheel",
+          "with",
+          "a",
+          "green",
+          "color.",
+          "it",
+          "has",
+          "two",
+          "bolts",
+          "on",
+          "each",
+          "wheel,",
+          "which",
+          "are",
+          "likely",
+          "used",
+          "to",
+          "secure",
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+          "wheel",
+          "in",
+          "place.",
+          "the",
+          "bolts",
+          "are",
+          "positioned",
+          "at",
+          "the",
+          "center",
+          "of",
+          "the",
+          "wheel,",
+          "and",
+          "the",
+          "wheel",
+          "is",
+          "attached",
+          "to",
+          "the",
+          "metal"
+        ],
+        "text_patterns": [
+          "The",
+          "brake",
+          "component",
+          "has",
+          "the",
+          "numbers",
+          "177-7H-FEF.<end_of_utterance>"
+        ]
+      },
+      "domain_description": "unknown",
+      "domain_keywords": [
+        "bolts",
+        "with",
+        "silver",
+        "metallic",
+        "object",
+        "reduce",
+        "secure",
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+        "component",
+        "made",
+        "and",
+        "are",
+        "force",
+        "applied"
+      ]
+    }
+  ],
+  "training_domain_keywords": [
+    "white",
+    "bolts",
+    "silver",
+    "components",
+    "object",
+    "edges",
+    "reduce",
+    "edge",
+    "visible",
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+    "grid",
+    "image",
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+    "typically",
+    "bronze",
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+    "set",
+    "cutting",
+    "green",
+    "positioned",
+    "pattern",
+    "typical",
+    "vehicles",
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+    "two",
+    "shows",
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+    "this",
+    "design",
+    "away",
+    "divided",
+    "applied",
+    "mat",
+    "with",
+    "metallic",
+    "piece",
+    "placed",
+    "four",
+    "text",
+    "secure",
+    "brake",
+    "standard",
+    "used",
+    "the",
+    "containing",
+    "leather",
+    "equal",
+    "black",
+    "that",
+    "precision",
+    "designed",
+    "which",
+    "for",
+    "beveled",
+    "each",
+    "size",
+    "wheel",
+    "metal",
+    "worn",
+    "numbers",
+    "left",
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+    "shape",
+    "center",
+    "small",
+    "first",
+    "component",
+    "and",
+    "rectangular",
+    "specific",
+    "are",
+    "matches",
+    "force",
+    "slots"
+  ]
+}