diff --git a/python/llm/src/bigdl/llm/transformers/model.py b/python/llm/src/bigdl/llm/transformers/model.py
index 5cd679cf..06dc88a4 100644
--- a/python/llm/src/bigdl/llm/transformers/model.py
+++ b/python/llm/src/bigdl/llm/transformers/model.py
@@ -80,6 +80,9 @@ class _BaseAutoModelClass:
             kwargs["low_cpu_mem_usage"] = True
             # set default torch_dtype='auto'
             kwargs["torch_dtype"] = kwargs.get("torch_dtype", 'auto')
+            # Avoid tensor parallel F.Linear Operations
+            if "pretraining_tp" in config_dict:
+                kwargs["pretraining_tp"] = 1
             q_k = load_in_low_bit if load_in_low_bit else "sym_int4"
             model = cls.load_convert(q_k, *args, **kwargs)
         else: