Update CPU doc according to feedback (#32963)

Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

docs/benchmarking/dashboard.md

@@ -13,14 +13,14 @@ For x86 CPU environment, please use the image with "-cpu" postfix. For AArch64 C
 Here is an example for docker run command for CPU. For GPUs skip setting the `ON_CPU` env var.
 
 ```bash
-export VLLM_COMMIT=1da94e673c257373280026f75ceb4effac80e892 # use full commit hash from the main branch
+export VLLM_COMMIT=7f42dc20bb2800d09faa72b26f25d54e26f1b694 # use full commit hash from the main branch
 export HF_TOKEN=<valid Hugging Face token>
 if [[ "$(uname -m)" == aarch64 || "$(uname -m)" == arm64 ]]; then
   IMG_SUFFIX="arm64-cpu"
 else
   IMG_SUFFIX="cpu"
 fi
-docker run -it --entrypoint /bin/bash -v /data/huggingface:/root/.cache/huggingface -e HF_TOKEN=$HF_TOKEN -e ON_ARM64_CPU=1 --shm-size=16g --name vllm-cpu-ci public.ecr.aws/q9t5s3a7/vllm-ci-test-repo:${VLLM_COMMIT}-${IMG_SUFFIX}
+docker run -it --entrypoint /bin/bash -v /data/huggingface:/root/.cache/huggingface -e HF_TOKEN=$HF_TOKEN -e ON_CPU=1 --shm-size=16g --name vllm-cpu-ci public.ecr.aws/q9t5s3a7/vllm-ci-test-repo:${VLLM_COMMIT}-${IMG_SUFFIX}
 ```
 
 Then, run below command inside the docker instance.

docs/models/hardware_supported_models/cpu.md

@@ -7,7 +7,7 @@
 | [Intel® Xeon® 6 Processors](https://www.intel.com/content/www/us/en/products/details/processors/xeon.html)                   |
 | [Intel® Xeon® 5 Processors](https://www.intel.com/content/www/us/en/products/docs/processors/xeon/5th-gen-xeon-scalable-processors.html)              |
 
-## Supported Models
+## Recommended Models
 
 ### Text-only Language Models
 

docs/models/hardware_supported_models/xpu.md

@@ -6,7 +6,7 @@
 | ----------------------------------------- |
 | [Intel® Arc™ Pro B-Series Graphics](https://www.intel.com/content/www/us/en/products/docs/discrete-gpus/arc/workstations/b-series/overview.html)                   |
 
-## Supported Models
+## Recommended Models
 
 ### Text-only Language Models