[feature] ColossalEval: Evaluation Pipeline for LLMs (#4786)

* Add ColossalEval

* Delete evaluate in Chat

---------

Co-authored-by: Xu Yuanchen <yuanchen.xu00@gmail.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>

applications/ColossalEval/colossal_eval/evaluate/utils.py

@@ -0,0 +1,8 @@
+def get_data_per_category(data, categories):
+    data_per_category = {category: [] for category in categories}
+    for item in data:
+        category = item["category"]
+        if category in categories:
+            data_per_category[category].append(item)
+
+    return data_per_category