[Minor] Add judge args option (#736)

run.py

@@ -1,3 +1,5 @@
+import json
+
 import torch
 import torch.distributed as dist
 
@@ -133,6 +135,7 @@ def parse_args():
     # API Kwargs, Apply to API VLMs and Judge API LLMs
     parser.add_argument('--api_nproc', type=int, default=4, help='Parallel API calling')
     parser.add_argument('--retry', type=int, default=None, help='retry numbers for API VLMs')
+    parser.add_argument('--judge-args', type=str, default=None, help='Judge arguments in JSON format')
     # Explicitly Set the Judge Model
     parser.add_argument('--judge', type=str, default=None)
     # Logging Utils
@@ -310,7 +313,8 @@ def main():
                 judge_kwargs = {
                     'nproc': args.api_nproc,
                     'verbose': args.verbose,
-                    'retry': args.retry if args.retry is not None else 3
+                    'retry': args.retry if args.retry is not None else 3,
+                    **(json.loads(args.judge_args) if args.judge_args else {}),
                 }
 
                 if args.retry is not None: