From fdd8acf01f59e78f013508bc0bf22c48477e38bf Mon Sep 17 00:00:00 2001
From: zRzRzRzRzRzRzR <2448370773@qq.com>
Date: Sun, 28 Sep 2025 18:08:21 +0800
Subject: [PATCH] update glm-4.5 doc

Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
---
 docs/features/tool_calling.md          | 6 ++++--
 docs/models/supported_models.md        | 2 +-
 tests/models/registry.py               | 2 +-
 vllm/model_executor/models/glm4_moe.py | 2 +-
 4 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/docs/features/tool_calling.md b/docs/features/tool_calling.md
index 16693db7255c..241438ae5578 100644
--- a/docs/features/tool_calling.md
+++ b/docs/features/tool_calling.md
@@ -323,8 +323,10 @@ Flags: `--tool-call-parser longcat`
 
 Supported models:
 
-* `ZhipuAI/GLM-4.5`
-* `ZhipuAI/GLM-4.5-Air`
+* `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`
 
diff --git a/docs/models/supported_models.md b/docs/models/supported_models.md
index 650f62492282..3ee5a7d0ffc5 100644
--- a/docs/models/supported_models.md
+++ b/docs/models/supported_models.md
@@ -367,7 +367,7 @@ 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 | `zai-org/GLM-4.5`, etc. | ✅︎ | ✅︎ | ✅︎ |
+| `Glm4MoeForCausalLM` | GLM-4.5, GLM-4.6 | `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. | | ✅︎ | ✅︎ |
diff --git a/tests/models/registry.py b/tests/models/registry.py
index e321acc873c6..124a97ed0c89 100644
--- a/tests/models/registry.py
+++ b/tests/models/registry.py
@@ -642,7 +642,7 @@ def check_available_online(
                                     speculative_model="baidu/ERNIE-4.5-21B-A3B-PT"),
     "Glm4MoeMTPModel": _HfExamplesInfo("zai-org/GLM-4.5",
                                         speculative_model="zai-org/GLM-4.5",
-                                        min_transformers_version="4.54",
+                                        min_transformers_version="4.56",
                                         is_available_online=False),
     "LongCatFlashMTPModel": _HfExamplesInfo(
         "meituan-longcat/LongCat-Flash-Chat",
diff --git a/vllm/model_executor/models/glm4_moe.py b/vllm/model_executor/models/glm4_moe.py
index 947c6ce62f55..2557748b7faa 100644
--- a/vllm/model_executor/models/glm4_moe.py
+++ b/vllm/model_executor/models/glm4_moe.py
@@ -21,7 +21,7 @@
 # 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 model compatible with HuggingFace weights."""
+"""Inference-only GLM-4.5, GLM-4.6 model compatible with HuggingFace weights."""
 import typing
 from collections.abc import Callable, Iterable
 from itertools import islice