GLM-4.7 Tool Parser and Doc Update (#30876)

Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>

docs/features/tool_calling.md

@@ -352,10 +352,17 @@ Supported models:
 * `zai-org/GLM-4.5`
 * `zai-org/GLM-4.5-Air`
 * `zai-org/GLM-4.6`
-* `zai-org/GLM-4.6-Air`
 
 Flags: `--tool-call-parser glm45`
 
+### GLM-4.7 Models (`glm47`)
+
+Supported models:
+
+* `zai-org/GLM-4.7`
+
+Flags: `--tool-call-parser glm47`
+
 ### Qwen3-Coder Models (`qwen3_xml`)
 
 Supported models:

docs/models/supported_models.md

@@ -387,7 +387,7 @@ th {
 | `Gemma3nForCausalLM` | Gemma 3n | `google/gemma-3n-E2B-it`, `google/gemma-3n-E4B-it`, etc. | | |
 | `GlmForCausalLM` | GLM-4 | `zai-org/glm-4-9b-chat-hf`, etc. | ✅︎ | ✅︎ |
 | `Glm4ForCausalLM` | GLM-4-0414 | `zai-org/GLM-4-32B-0414`, etc. | ✅︎ | ✅︎ |
-| `Glm4MoeForCausalLM` | GLM-4.5, GLM-4.6 | `zai-org/GLM-4.5`, etc. | ✅︎ | ✅︎ |
+| `Glm4MoeForCausalLM` | GLM-4.5, GLM-4.6, GLM-4.7 | `zai-org/GLM-4.5`, etc. | ✅︎ | ✅︎ |
 | `GPT2LMHeadModel` | GPT-2 | `gpt2`, `gpt2-xl`, etc. | | ✅︎ |
 | `GPTBigCodeForCausalLM` | StarCoder, SantaCoder, WizardCoder | `bigcode/starcoder`, `bigcode/gpt_bigcode-santacoder`, `WizardLM/WizardCoder-15B-V1.0`, etc. | ✅︎ | ✅︎ |
 | `GPTJForCausalLM` | GPT-J | `EleutherAI/gpt-j-6b`, `nomic-ai/gpt4all-j`, etc. | | ✅︎ |

vllm/model_executor/models/glm4_moe.py

@@ -21,7 +21,8 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-"""Inference-only GLM-4.5, GLM-4.6 model compatible with HuggingFace weights."""
+"""Inference-only GLM-4.5, GLM-4.6, GLM-4.7 model
+compatible with HuggingFace weights."""
 
 import typing
 from collections.abc import Callable, Iterable

vllm/tool_parsers/__init__.py

@@ -42,6 +42,10 @@ _TOOL_PARSERS_TO_REGISTER = {
         "glm4_moe_tool_parser",
         "Glm4MoeModelToolParser",
     ),
+    "glm47": (
+        "glm47_moe_tool_parser",
+        "Glm47MoeModelToolParser",
+    ),
     "granite-20b-fc": (
         "granite_20b_fc_tool_parser",
         "Granite20bFCToolParser",

vllm/tool_parsers/glm47_moe_tool_parser.py

@@ -0,0 +1,23 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
+
+
+import regex as re
+
+from vllm.logger import init_logger
+from vllm.tokenizers import TokenizerLike
+from vllm.tool_parsers.glm4_moe_tool_parser import Glm4MoeModelToolParser
+
+logger = init_logger(__name__)
+
+
+class Glm47MoeModelToolParser(Glm4MoeModelToolParser):
+    def __init__(self, tokenizer: TokenizerLike):
+        super().__init__(tokenizer)
+        self.func_detail_regex = re.compile(
+            r"<tool_call>(.*?)(<arg_key>.*?)?</tool_call>", re.DOTALL
+        )
+        self.func_arg_regex = re.compile(
+            r"<arg_key>(.*?)</arg_key>(?:\\n|\s)*<arg_value>(.*?)</arg_value>",
+            re.DOTALL,
+        )