[Feature] Add multi-model judge and fix some problems (#1016)

* support multi-model judge and moe judge

* test_moe

* test_moe

* test

* add moe judge

* support multi-judge-model

opencompass/utils/abbr.py

@@ -46,3 +46,25 @@ def get_infer_output_path(model_cfg: ConfigDict,
     model_abbr = model_abbr_from_cfg(model_cfg)
     dataset_abbr = dataset_abbr_from_cfg(dataset_cfg)
     return osp.join(root_path, model_abbr, f'{dataset_abbr}.{file_extension}')
+
+
+def deal_with_judge_model_abbr(model_cfg, judge_model_cfg, meta=False):
+    if isinstance(model_cfg, ConfigDict):
+        model_cfg = (model_cfg, )
+    if meta:
+        for m_cfg in model_cfg:
+            if 'summarized-by--' in m_cfg['abbr']:
+                return model_cfg
+        model_cfg += ({
+            'abbr':
+            'summarized-by--' + model_abbr_from_cfg(judge_model_cfg)
+        }, )
+    else:
+        for m_cfg in model_cfg:
+            if 'judged-by--' in m_cfg['abbr']:
+                return model_cfg
+        model_cfg += ({
+            'abbr':
+            'judged-by--' + model_abbr_from_cfg(judge_model_cfg)
+        }, )
+    return model_cfg

run.py

@@ -341,7 +341,14 @@ def main():
         if args.dry_run:
             return
         runner = RUNNERS.build(cfg.eval.runner)
-        runner(tasks)
+
+        # For meta-review-judge in subjective evaluation
+        if isinstance(tasks, list) and len(tasks) != 0 and isinstance(
+                tasks[0], list):
+            for task_part in tasks:
+                runner(task_part)
+        else:
+            runner(tasks)
 
     # visualize
     if args.mode in ['all', 'eval', 'viz']: