eval_configs/minigptv2_benchmark_evaluation.yaml

model:
  arch: minigpt_v2
  model_type: pretrain
  max_txt_len: 500
  end_sym: "</s>"
  low_resource: False
  prompt_template: '[INST] {} [/INST]'
  llama_model: "MiniGPT-Med/llama-2-7b-chat-hf"
  ckpt: "miniGPT_Med_.pth"
  lora_r: 64
  lora_alpha: 16

datasets:
  cc_sbu_align:
    vis_processor:
      train:
        name: "blip2_image_eval"
        image_size: 448
    text_processor:
      train:
        name: "blip_caption"

evaluation_datasets:
  rsna:
    eval_file_path: miniGPT-Med/json_files/RSNA/full_RSNA_1024.json
    img_path: miniGPT-Med/RSNA/RSNA-bbox-1024
    max_new_tokens: 100
    batch_size: 10

  radvqa:
    eval_file_path: /miniGPT-Med/json_files/vqa/full_radVQA.json
    img_path: /miniGPT-Med/radVQA/VQA_RAD_Images
    max_new_tokens: 300
    batch_size: 10

  mimic_cxr:
    eval_file_path: /miniGPT-Med/json_files/mimic/MIMIC_test.json
    img_path: /miniGPT-Med/mimic-cxr-dataset/image
    max_new_tokens: 300
    batch_size: 10
    
  nlst:
    eval_file_path: /miniGPT-Med/json_files/NLST/NLST_test.json
    img_path: /miniGPT-Med/NLST/NLST_images
    max_new_tokens: 100
    batch_size: 10

  detect_mimic:
    eval_file_path: /miniGPT-Med/json_files/MIMIC-bbox/MIMIC-benchmarck.json
    img_path: /miniGPT-Med/mimic-cxr-dataset/image
    max_new_tokens: 100
    batch_size: 10

  SLAKE:
    eval_file_path: /miniGPT-Med/json_files/SLAKE/grounding_test_SLAKE.json
    img_path: /miniGPT-Med/SLAKE_images/imgs
    max_new_tokens: 100
    batch_size: 10


run:
  task: image_text_pretrain
  name: minigptv2_evaluation
  save_path: /miniGPT-Med/expermints