[feat] Dist Loader for Eval (#5950)

* support auto distributed data loader

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* support auto distributed data loader

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* fix tp error

* remove unused parameters

* remove unused

* update inference

* update docs

* update inference

---------

Co-authored-by: Michelle <qianranma8@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

applications/ColossalEval/colossal_eval/dataset/gaokaobench.py

@@ -69,9 +69,7 @@ class GaoKaoBenchDataset(BaseDataset):
     """
 
     @staticmethod
-    def load(
-        path: str, logger: DistributedLogger, few_shot: bool, forward_only: bool, load_train: bool, load_reference: bool
-    ) -> List[Dict]:
+    def load(path: str, logger: DistributedLogger, *args, **kwargs) -> List[Dict]:
         dataset = {"test": {}}
         for category in ["Fill-in-the-blank_Questions", "Multiple-choice_Questions", "Open-ended_Questions"]:
             files = os.listdir(os.path.join(path, "data", category))