[fix]: support deepseek-v3-dbo if enable DBO and fix known issues

Signed-off-by: zhuohuan <zxdu1997@gmail.com>

Author: zxdukki

vllm_ascend/models/__init__.py

@@ -35,14 +35,19 @@ def register_model():
         ModelRegistry.register_model(
             "DeepseekV2ForCausalLM",
             "vllm_ascend.models.deepseek_dbo:CustomDeepseekDBOForCausalLM")
+
+        ModelRegistry.register_model(
+            "DeepseekV3ForCausalLM",
+            "vllm_ascend.models.deepseek_dbo:CustomDeepseekDBOForCausalLM")
+
     else:
         ModelRegistry.register_model(
             "DeepseekV2ForCausalLM",
             "vllm_ascend.models.deepseek_v2:CustomDeepseekV2ForCausalLM")
 
-    ModelRegistry.register_model(
-        "DeepseekV3ForCausalLM",
-        "vllm_ascend.models.deepseek_v2:CustomDeepseekV3ForCausalLM")
+        ModelRegistry.register_model(
+            "DeepseekV3ForCausalLM",
+            "vllm_ascend.models.deepseek_v2:CustomDeepseekV3ForCausalLM")
 
     ModelRegistry.register_model(
         "Qwen3MoeForCausalLM",

vllm_ascend/models/deepseek_dbo.py

@@ -641,7 +641,7 @@ def _forward_ms_layer(
 
             if self.mlp.tp_size > 1:
                 num_token, _ = hidden_states[i].shape
-                padded_num_tokens = (self.mlp.tp_size - num_token %
+                padded_num_tokens = (self.mlp.tp_size - num_tokens[i] %
                                      self.mlp.tp_size) % self.mlp.tp_size
                 if padded_num_tokens > 0:
                     hidden_states[i] = nn.functional.pad(