diff --git a/python/sglang/srt/models/mistral.py b/python/sglang/srt/models/mistral.py
new file mode 100644
index 000000000..497e1c266
--- /dev/null
+++ b/python/sglang/srt/models/mistral.py
@@ -0,0 +1,10 @@
+"""Inference-only Mistral model."""
+from sglang.srt.models.llama2 import LlamaForCausalLM
+
+
+class MistralForCausalLM(LlamaForCausalLM):
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+
+
+EntryClass = MistralForCausalLM