enable breakable cudagraph by default (#39)

Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>

vllm/config/vllm.py

@@ -1051,20 +1051,26 @@ class VllmConfig:
             )
             self.compilation_config.mode = CompilationMode.NONE
 
-        # DeepSeek V4's model classes don't carry @support_torch_compile —
+        # For model classes don't carry @support_torch_compile —
         # the breakable cudagraph is the supported PIECEWISE path. Auto-enable
         # it unless the user has explicitly opted out via the env var.
         if (
             self.model_config is not None
             and "VLLM_USE_BREAKABLE_CUDAGRAPH" not in os.environ
             and any(
-                a in ("DeepseekV4ForCausalLM", "DeepSeekV4MTPModel")
+                a
+                in (
+                    "DeepseekV4ForCausalLM",
+                    "DeepSeekV4MTPModel",
+                    "MiniMaxM3SparseForCausalLM",
+                    "MiniMaxM3SparseForConditionalGeneration",
+                )
                 for a in self.model_config.architectures
             )
         ):
             os.environ["VLLM_USE_BREAKABLE_CUDAGRAPH"] = "1"
             logger.info_once(
-                "Auto-enabling VLLM_USE_BREAKABLE_CUDAGRAPH=1 for DeepSeek V4. "
+                "Auto-enabling VLLM_USE_BREAKABLE_CUDAGRAPH=1. "
                 "Set VLLM_USE_BREAKABLE_CUDAGRAPH=0 to opt out."
             )