{
  "name": "MODA Pro Lite+",
  "artifact_type": "retrieval_system",
  "base_model": "HopitAI/moda-pro-lite",
  "base_model_parameters": 213159938,
  "additional_learned_parameters": 0,
  "embedding_dimension": 768,
  "gallery": {
    "views": {
      "official": 1.0,
      "pad": 0.25,
      "foreground_pad": 0.25
    },
    "normalize": true,
    "stored_vectors_per_item": 1
  },
  "query": {
    "prompts": {
      "raw": 1.0,
      "photo": 0.25
    },
    "normalize": true
  },
  "prompt_templates": {
    "raw": "{query}",
    "photo": "a photo of {query}"
  },
  "serving": {
    "stored_vectors_per_item": 1,
    "ann_queries_per_search": 1,
    "image_forwards_per_item_at_index_time": 3,
    "text_forwards_per_query": 2,
    "rerank": false
  },
  "evaluation": {
    "protocol": "full corpus, all ground-truth queries, MAP@10, pytrec_eval map_cut.10, paired bootstrap 10000",
    "receipt": "results/multiview_target_eval_fp32/"
  }
}