[Droid] Integrate Florence-2-Large Model

[factory-droid]

Summary of Changes

This pull request integrates the Florence-2-Large model into the repository. The changes include:

• A new configuration file (config.yaml) specifying dependencies, computational resources, and secrets management for Florence-2-Large.
• A model implementation (model.py) that handles loading, preprocessing, inference, and postprocessing for the Florence-2-Large model.
• Unit tests (test_model.py) to ensure the model loads correctly, performs inference accurately, and handles outputs appropriately.

These changes implement the plan to deploy and validate the Florence-2-Large model, ensuring it is ready for multi-task computer vision tasks.

Fixes BT-11229

Tips

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[linear]

BT-11229 Create Florence-2-Large truss

[factory-droid]

Important

Solutions for GitHub Action Failures - cc717c4 - 4

Droid deploy truss

To fix the ValidationError in the test_truss_deploy.py script, ensure that the model_id and deployment_id values are converted to strings. You can do this by updating the truss_push function as follows:

model_id = str(match.group(1))  # Ensure model_id is a string
deployment_id = str(match.group(2))  # Ensure deployment_id is a string

Details

The error occurred because the `model_id` and `deployment_id` values were integers, but the script expected them to be strings. By explicitly converting these values to strings, the error will be resolved.

Here is the updated section of the test_truss_deploy.py script:

def truss_push():
    # ... other code ...
    if result.returncode != 0:
        raise Exception(
            f"Failed to push model:\n\nSTDOUT: {result.stdout.decode()}\nSTDERR: {result.stderr.decode()}"
        )
    model_id = str(match.group(1))  # Ensure model_id is a string
    deployment_id = str(match.group(2))  # Ensure deployment_id is a string
    print(
        f"Model pushed successfully. model-id: {model_id}. deployment-id: {deployment_id}"
    )

This change ensures that the model_id and deployment_id are correctly handled as strings, preventing the ValidationError.