Add chat prefix completion feature to DeepSeek v3.2 (#31147)

vllm/tokenizers/deepseek_v32_encoding.py

@@ -169,6 +169,7 @@ def render_message(
     response_format = msg.get("response_format")
     tool_calls = msg.get("tool_calls")
     reasoning_content = msg.get("reasoning") or msg.get("reasoning_content")
+    is_prefix = msg.get("prefix", False)
 
     if tools:
         tools = tools_from_openai_format(tools)
@@ -273,6 +274,9 @@ def render_message(
                 + thinking_end_token
             )
 
+        if not tool_calls and is_prefix:
+            prompt += summary_content
+        else:
             prompt += assistant_msg_template.format(
                 reasoning=thinking_part,
                 content=summary_content,