diff --git a/.github/workflows/bot_pr_create.yaml b/.github/workflows/bot_pr_create.yaml
index 235d0c7d..b4228a21 100644
--- a/.github/workflows/bot_pr_create.yaml
+++ b/.github/workflows/bot_pr_create.yaml
@@ -37,7 +37,7 @@ jobs:
     steps:
       - name: Get vLLM version
         run: |
-          VLLM_COMMIT=ed359c497a728f08b5b41456c07a688ccd510fbc
+          VLLM_COMMIT=v0.18.0
           echo "VLLM_COMMIT=https://github.com/vllm-project/vllm/commit/$VLLM_COMMIT" >> "$GITHUB_ENV"
 
       - name: Checkout repository
diff --git a/.github/workflows/dockerfiles/Dockerfile.lint b/.github/workflows/dockerfiles/Dockerfile.lint
index 26e4631c..02eea498 100644
--- a/.github/workflows/dockerfiles/Dockerfile.lint
+++ b/.github/workflows/dockerfiles/Dockerfile.lint
@@ -27,7 +27,7 @@ RUN apt-get update -y && \
 
 ARG VLLM_REPO=https://github.com/vllm-project/vllm.git
 # For lint purpose, actually we need make a main2main matching.
-ARG VLLM_COMMIT=ed359c497a728f08b5b41456c07a688ccd510fbc
+ARG VLLM_COMMIT=v0.18.0
 RUN git clone $VLLM_REPO /vllm-workspace/vllm && \
     cd /vllm-workspace/vllm && \
     git checkout $VLLM_COMMIT
diff --git a/.github/workflows/dockerfiles/Dockerfile.nightly.a2 b/.github/workflows/dockerfiles/Dockerfile.nightly.a2
index bd990761..0cdb1ce1 100644
--- a/.github/workflows/dockerfiles/Dockerfile.nightly.a2
+++ b/.github/workflows/dockerfiles/Dockerfile.nightly.a2
@@ -15,7 +15,7 @@
 # This file is a part of the vllm-ascend project.
 #
 
-FROM quay.io/ascend/vllm-ascend:main
+FROM quay.io/ascend/vllm-ascend:release-0.18.0
 
 ARG PIP_INDEX_URL="https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple"
 ARG AIS_BENCH_TAG="v3.0-20250930-master"
diff --git a/.github/workflows/dockerfiles/Dockerfile.nightly.a3 b/.github/workflows/dockerfiles/Dockerfile.nightly.a3
index 176eeb57..8436c0f2 100644
--- a/.github/workflows/dockerfiles/Dockerfile.nightly.a3
+++ b/.github/workflows/dockerfiles/Dockerfile.nightly.a3
@@ -15,7 +15,7 @@
 # This file is a part of the vllm-ascend project.
 #
 
-FROM quay.io/ascend/vllm-ascend:main-a3
+FROM quay.io/ascend/vllm-ascend:releases-v0.18.0-a3
 
 ARG PIP_INDEX_URL="https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple"
 ARG AIS_BENCH_TAG="v3.0-20250930-master"
diff --git a/.github/workflows/pr_test_full.yaml b/.github/workflows/pr_test_full.yaml
index 2ad78980..440af461 100644
--- a/.github/workflows/pr_test_full.yaml
+++ b/.github/workflows/pr_test_full.yaml
@@ -75,7 +75,7 @@ jobs:
     name: e2e-full
     strategy:
       matrix:
-        vllm_version: [ed359c497a728f08b5b41456c07a688ccd510fbc, v0.18.0]
+        vllm_version: [v0.18.0]
     needs: [changes]
     if: ${{ needs.changes.outputs.e2e_tracker == 'true' || needs.changes.outputs.e2e_tracker == true }}
     uses: ./.github/workflows/_e2e_test.yaml
diff --git a/.github/workflows/pr_test_light.yaml b/.github/workflows/pr_test_light.yaml
index 6bdf2425..1139df36 100644
--- a/.github/workflows/pr_test_light.yaml
+++ b/.github/workflows/pr_test_light.yaml
@@ -41,7 +41,7 @@ jobs:
   lint:
     uses: ./.github/workflows/_pre_commit.yml
     with:
-      vllm: ed359c497a728f08b5b41456c07a688ccd510fbc
+      vllm: v0.18.0
   changes:
     runs-on: linux-aarch64-a2b3-0
     outputs:
@@ -90,7 +90,7 @@ jobs:
     if: ${{ needs.lint.result == 'success' && (needs.changes.outputs.e2e_tracker == 'true' || needs.changes.outputs.ut_tracker == 'true') }}
     strategy:
       matrix:
-        vllm_version: [ed359c497a728f08b5b41456c07a688ccd510fbc, v0.18.0]
+        vllm_version: [v0.18.0]
     uses: ./.github/workflows/_unit_test.yaml
     with:
       vllm: ${{ matrix.vllm_version }}
@@ -102,7 +102,7 @@ jobs:
     name: e2e-light
     strategy:
       matrix:
-        vllm_version: [ed359c497a728f08b5b41456c07a688ccd510fbc, v0.18.0]
+        vllm_version: [v0.18.0]
     # Note (yikun): If CI resource are limited we can split job into two chain jobs
     needs: [lint, changes]
     # only trigger e2e test after lint passed and the change is e2e related with pull request.
diff --git a/.github/workflows/schedule_codecov_refresh.yaml b/.github/workflows/schedule_codecov_refresh.yaml
index 83ddaf97..12b20861 100644
--- a/.github/workflows/schedule_codecov_refresh.yaml
+++ b/.github/workflows/schedule_codecov_refresh.yaml
@@ -33,7 +33,7 @@ jobs:
     name: refresh codecov
     strategy:
       matrix:
-        vllm_version: [ed359c497a728f08b5b41456c07a688ccd510fbc]
+        vllm_version: [v0.18.0]
     uses: ./.github/workflows/_unit_test.yaml
     with:
       vllm: ${{ matrix.vllm_version }}
diff --git a/docs/source/community/versioning_policy.md b/docs/source/community/versioning_policy.md
index 24ada475..315b7911 100644
--- a/docs/source/community/versioning_policy.md
+++ b/docs/source/community/versioning_policy.md
@@ -59,7 +59,7 @@ For main branch of vLLM Ascend, we usually make it compatible with the latest vL
 
 | vLLM Ascend | vLLM         | Python           | Stable CANN | PyTorch/torch_npu  |
 |-------------|--------------|------------------|-------------|--------------------|
-|     main    | ed359c497a728f08b5b41456c07a688ccd510fbc, v0.18.0 tag | >= 3.10, < 3.12   | 8.5.0 | 2.9.0 / 2.9.0 |
+|     main    | v0.18.0 tag | >= 3.10, < 3.12   | 8.5.0 | 2.9.0 / 2.9.0 |
 
 ## Release cadence
 
diff --git a/vllm_ascend/worker/v2/README.md b/vllm_ascend/worker/v2/README.md
index 2e2fd232..4ed68f5b 100644
--- a/vllm_ascend/worker/v2/README.md
+++ b/vllm_ascend/worker/v2/README.md
@@ -5,5 +5,5 @@ This directory contains the new model runner which is under active development.
 please see [Model Runner V2](https://github.com/vllm-project/vllm-ascend/issues/5208)
 to get specific plans.
 
-supported vllm version: main@ed359c497a728f08b5b41456c07a688ccd510fbc
+supported vllm version: v0.18.0
 related PR: <https://github.com/vllm-project/vllm-ascend/pull/7598>