[Info][main] Corrected the errors in the information (#4055)

### What this PR does / why we need it?
Corrected the errors in the information

### Does this PR introduce _any_ user-facing change?
no

### How was this patch tested?
ut

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

Signed-off-by: lilinsiman <lilinsiman@gmail.com>

docs/source/tutorials/multi_npu.md

@@ -1,4 +1,4 @@
-# Multi-NPU (QwQ 32B)
+# Multi-NPU (QwQ-32B)
 
 ## Run vllm-ascend on Multi-NPU
 

docs/source/tutorials/multi_npu_moge.md

@@ -1,4 +1,4 @@
-# Multi-NPU (Pangu Pro MoE)
+# Multi-NPU (Pangu-Pro-MoE)
 
 ## Run vllm-ascend on Multi-NPU
 

docs/source/tutorials/multi_npu_quantization.md

@@ -1,4 +1,4 @@
-# Multi-NPU (QwQ 32B W8A8)
+# Multi-NPU (QwQ-32B-W8A8)
 
 ## Run Docker Container
 :::{note}

docs/source/tutorials/single_npu.md

@@ -1,4 +1,4 @@
-# Single NPU (Qwen3 8B)
+# Single NPU (Qwen3-8B)
 
 ## Run vllm-ascend on Single NPU
 

docs/source/tutorials/single_npu_qwen2.5_vl.md

@@ -1,4 +1,4 @@
-# Single NPU (Qwen2.5-VL 7B)
+# Single NPU (Qwen2.5-VL-7B)
 
 ## Run vllm-ascend on Single NPU
 

docs/source/tutorials/single_npu_qwen2_audio.md

@@ -1,4 +1,4 @@
-# Single NPU (Qwen2-Audio 7B)
+# Single NPU (Qwen2-Audio-7B)
 
 ## Run vllm-ascend on Single NPU
 

docs/source/tutorials/single_npu_qwen3_quantization.md

@@ -1,4 +1,4 @@
-# Single-NPU (Qwen3 8B W4A8)
+# Single-NPU (Qwen3-8B-W4A8)
 
 ## Run Docker Container
 :::{note}