only Acknowledgement remain

Signed-off-by: zRzRzRzRzRzRzR <[email protected]>

Author: zRzRzRzRzRzRzR

_posts/2025-08-15-glm45-vllm.md

@@ -1,11 +1,11 @@
 ---
 layout: post
-title: "Use vLLM to speed "
+title: "Use vLLM to deploy GLM-4.5 and GLM-4.5V model"
 author: "Yuxuan Zhang"
 image: /assets/logos/vllm-logo-text-light.png
 ---
 
-# Introduction
+# Model Introduction
 
 The GLM-4.5 series models are foundation models designed for intelligent agents. GLM-4.5 has 355 billion total
 parameters with 32 billion active parameters, while GLM-4.5-Air adopts a more compact design with 106 billion total
@@ -98,6 +98,16 @@ In the response, the special tokens `<|begin_of_box|>` and `<|end_of_box|>` are
 the answer. The bracket style may vary ([], [[]], (), <>, etc.), but the meaning is the same: to enclose the coordinates
 of the box.
 
+## Cooperation with vLLM and Z.ai Team
+
+During the release of the GLM-4.5 and GLM-4.5V models, the vLLM team worked closely with the Z.ai team, providing
+extensive support in addressing issues related to the model launch.  
+The GLM-4.5 and GLM-4.5V models provided by the Z.ai team were modified in the vLLM implementation PR, including (but
+not limited to) resolving [CUDA Core Dump](./2025-08-11-cuda-debugging.md) debugging issues and FP8 model accuracy
+alignment problems.  
+They also ensured that the vLLM `main` branch had full support for the open-source GLM-4.5 series before the models were
+released.
+
 ## Acknowledgement
 
-vLLM team members who contributed to this effort are: Simon Mo, Kaichao You.
+We would like to thank the vLLM team members who contributed to this effort are: Simon Mo, Kaichao You.