[AQUA][MMD] Enhance FT weights.

[lu-ohai]

Enhance ft weights.

• Updated the input format of models as below and added validation.

ads aqua deployment create \
  --container_image_uri "dsmc://odsc-vllm-serving:0.8.5.post1.6" \
  --models '[
    {
      "model_id": "ocid1.datasciencemodel.oc1.iad.<ocid>",
      "gpu_count": 1,
      "model_name": "meta-llama/Meta-Llama-3.1-8B",
      "model_task": "text_generation",
      "fine_tune_weights": [
        {
          "model_id": "ocid1.datasciencemodel.oc1.iad.<>",
          "model_name": "meta-llama/Meta-Llama-3.1-8B-FT1"
        },
        {
          "model_id": "ocid1.datasciencemodel.oc1.iad.<>",
          "model_name": "meta-llama/Meta-Llama-3.1-8B-FT2"
        }
      ]
    },
    {
      "model_task": "text_generation",
      "model_id": "ocid1.datasciencemodel.oc1.iad.<ocid>",
      "gpu_count": 1
    }
  ]' \
  --instance_shape "VM.GPU.A10.2" \
  --display_name "modelDeployment_multimodel"

Results

[github-actions]

📌 Cov diff with main:

📌 Overall coverage:

[github-actions]

📌 Cov diff with main:

📌 Overall coverage: