diff --git a/src/llmtuner/extras/constants.py b/src/llmtuner/extras/constants.py
index 523ba91b..6c8bc8e3 100644
--- a/src/llmtuner/extras/constants.py
+++ b/src/llmtuner/extras/constants.py
@@ -46,11 +46,16 @@ SUPPORTED_MODELS = {
     "Baichuan-7B": "baichuan-inc/Baichuan-7B",
     "Baichuan-13B": "baichuan-inc/Baichuan-13B-Base",
     "Baichuan-13B-Chat": "baichuan-inc/Baichuan-13B-Chat",
+    "Baichuan2-7B": "baichuan-inc/Baichuan2-7B-Base",
+    "Baichuan2-13B": "baichuan-inc/Baichuan2-13B-Base",
+    "Baichuan2-7B-Chat": "baichuan-inc/Baichuan2-7B-Chat",
+    "Baichuan2-13B-Chat": "baichuan-inc/Baichuan2-13B-Chat",
     "InternLM-7B": "internlm/internlm-7b",
     "InternLM-7B-Chat": "internlm/internlm-chat-7b",
     "Qwen-7B": "Qwen/Qwen-7B",
     "Qwen-7B-Chat": "Qwen/Qwen-7B-Chat",
     "XVERSE-13B": "xverse/XVERSE-13B",
+    "XVERSE-13B-Chat": "xverse/XVERSE-13B-Chat",
     "ChatGLM2-6B-Chat": "THUDM/chatglm2-6b"
 }
 
@@ -62,6 +67,7 @@ DEFAULT_MODULE = {
     "BLOOMZ": "query_key_value",
     "Falcon": "query_key_value",
     "Baichuan": "W_pack",
+    "Baichuan2": "W_pack",
     "InternLM": "q_proj,v_proj",
     "Qwen": "c_attn",
     "XVERSE": "q_proj,v_proj",
@@ -72,7 +78,9 @@ DEFAULT_TEMPLATE = {
     "LLaMA2": "llama2",
     "ChineseLLaMA2": "llama2_zh",
     "Baichuan": "baichuan",
+    "Baichuan2": "baichuan",
     "InternLM": "intern",
     "Qwen": "chatml",
+    "XVERSE": "xverse",
     "ChatGLM2": "chatglm2"
 }
diff --git a/src/llmtuner/extras/misc.py b/src/llmtuner/extras/misc.py
index b57b1c8f..175cb6e9 100644
--- a/src/llmtuner/extras/misc.py
+++ b/src/llmtuner/extras/misc.py
@@ -1,3 +1,4 @@
+import gc
 import torch
 from typing import TYPE_CHECKING, List, Optional, Tuple
 from transformers import InfNanRemoveLogitsProcessor, LogitsProcessorList
@@ -98,6 +99,7 @@ def torch_gc() -> None:
     r"""
     Collects GPU memory.
     """
+    gc.collect()
     if torch.cuda.is_available():
         torch.cuda.empty_cache()
         torch.cuda.ipc_collect()
diff --git a/src/llmtuner/extras/template.py b/src/llmtuner/extras/template.py
index beb8e1f9..b4af406c 100644
--- a/src/llmtuner/extras/template.py
+++ b/src/llmtuner/extras/template.py
@@ -490,8 +490,7 @@ register_template(
         {"token": "<reserved_103>"} # assistant token
     ],
     system="",
-    sep=[],
-    stop_words=[]
+    sep=[]
 )