Model data Info

Developed by: hellojahid

"""

{'messages': [{'role': 'user',
    'content': [{'type': 'text',
      'text': '\nYou are an expert car inspector specializing in vehicle damage assessment.\nAnalyze the image carefully and Generate a caption describing the cars type, features, and condition.'},
     {'type': 'image', 'image': '000001.jpg'}]},
   {'role': 'assistant',
    'content': [{'type': 'text',
      'text': "In an unspecified outdoor setting, a red compact car is shown with a visible flat tire on the rear wheel. The car's paint is scratched, notably near the wheel well, and some greenery is visible in the background, suggesting a natural environment with nearby plants."}]},
   {'role': 'user',
    'content': [{'type': 'text',
      'text': 'Describe the extent of the damagesare they minor, moderate, or severe?'},
     {'type': 'image', 'image': '000001.jpg'}]},
   {'role': 'assistant',
    'content': [{'type': 'text',
      'text': "The image provides a close-up view focusing on the rear portion of the car's left side. Visible damages include a scratch on the car's body near the wheel and a flat tire. These damages appear moderate, with the flat tire indicating an immediate impact on the car's functionality."}]},
   {'role': 'user',
    'content': [{'type': 'text',
      'text': 'Describe the texture, size, and appearance of the damages visible in the ROIs.'},
     {'type': 'image', 'image': '000001.jpg'}]},
   {'role': 'assistant',
    'content': [{'type': 'text',
      'text': 'ROI 1: A light scratch is present on the rear left wheel arch, marked by a dark green bounding box. The scratch is superficial. ROI 2: The rear left tire is flat, indicated by an orange bounding box, suggesting a possible puncture or other tire damage.'}]}]},
 
 {'messages': [{'role': 'user',
    'content': [{'type': 'text',
      'text': '\nYou are an expert car inspector specializing in vehicle damage assessment.\nAnalyze the image carefully and Describe the environment or background elements visible in the image.'},
     {'type': 'image', 'image': '000002.jpg'}]},
   {'role': 'assistant',
    'content': [{'type': 'text',
      'text': 'A white compact sedan is parked on a concrete surface, showing signs of wear with visible scratches along the side panel. The environment appears to be an urban setting, possibly a parking lot or driveway. No notable natural features or additional vehicles are present in the surroundings.'}]},
   {'role': 'user',
    'content': [{'type': 'text',
      'text': 'Describe the extent of the damagesare they minor, moderate, or severe?'},
     {'type': 'image', 'image': '000002.jpg'}]},
   {'role': 'assistant',
    'content': [{'type': 'text',
      'text': 'The image captures a close-up side view of the car, focusing on the rear wheel area. Visible damage includes a flat tire indicated by an orange bounding box and minor scratches on the door panel. The flat tire suggests immediate need for repair, while the scratches are superficial.'}]},
   {'role': 'user',
    'content': [{'type': 'text',
      'text': 'Categorize the damages visible in each ROI.'},
     {'type': 'image', 'image': '000002.jpg'}]},
   {'role': 'assistant',
    'content': [{'type': 'text',
      'text': 'ROI 1: The flat tire on the rear right wheel, marked by an orange bounding box, signifies a loss of air pressure, potentially affecting drivability.'}]}]}

"""

base_model: unsloth/llama-3.2-11b-vision-instruct-unsloth-bnb-4bit tags: - text-generation-inference - transformers - unsloth - mllama - trl license: apache-2.0 language: - en

Uploaded model

Developed by: hellojahid
License: apache-2.0
Finetuned from model : unsloth/llama-3.2-11b-vision-instruct-unsloth-bnb-4bit

This mllama model was trained 2x faster with Unsloth and Huggingface's TRL library.