diff --git a/Dockerfile b/Dockerfile
index 4efb7ff..2a50cb0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,3 +1,2 @@
-FROM vllm/vllm-openai:cu129-nightly
-
-RUN sed -i 's/cute.arch.fmin/cutlass.min/g' /usr/local/lib/python3.12/dist-packages/vllm/models/deepseek_v4/nvidia/ops/sparse_attn_compress_cutedsl.py
+ARG BASE_IMAGE=vllm/vllm-openai:nightly
+FROM ${BASE_IMAGE}
diff --git a/Jenkinsfile b/Jenkinsfile
index 04aa19c..bd55fea 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -3,12 +3,13 @@ pipeline {
 
     environment {
         REGISTRY = 'atl.vultrcr.com/vllm'
-        IMAGE_NAME = 'vllm'
-        PLATFORMS = 'linux/amd64,linux/arm64'
     }
 
     parameters {
-        string(name: 'IMAGE_TAG', defaultValue: 'custom', description: 'Docker image tag')
+        string(name: 'BASE_IMAGE', defaultValue: '', description: 'Base image to build from')
+        string(name: 'NAME', defaultValue: 'vllm', description: 'Docker image name')
+        string(name: 'TAG', defaultValue: 'latest', description: 'Docker image tag')
+        string(name: 'PLATFORMS', defaultValue: 'linux/amd64,linux/arm64', description: 'Target platforms to build image for')
         string(name: 'GIT_REPO', defaultValue: '', description: 'Git repository URL (optional, uses workspace if empty)')
         string(name: 'GIT_BRANCH', defaultValue: 'master', description: 'Git branch to build')
     }
@@ -27,12 +28,14 @@ pipeline {
         stage('Build & Push') {
             steps {
                 script {
+                    def buildArg = params.BASE_IMAGE ? "--build-arg BASE_IMAGE=${params.BASE_IMAGE}" : ''
                     docker.withRegistry("https://${REGISTRY}", 'ATL_VCR_VLLM') {
                         sh """
                             docker buildx create --use --name vllm-builder || docker buildx use vllm-builder
                             docker buildx build \
-                                --platform ${PLATFORMS} \
-                                -t ${REGISTRY}/${IMAGE_NAME}:${params.IMAGE_TAG} \
+                                --platform ${params.PLATFORMS} \
+                                ${buildArg} \
+                                -t ${REGISTRY}/${params.NAME}:${params.TAG} \
                                 --push \
                                 .
                         """