hf vllm 0.12.0

dlc_developer_config.toml

@@ -36,7 +36,7 @@ deep_canary_mode = false
 
 [build]
 # Add in frameworks you would like to build. By default, builds are disabled unless you specify building an image.
-# available frameworks - ["base", "vllm", "sglang", "autogluon", "huggingface_tensorflow", "huggingface_pytorch", "huggingface_tensorflow_trcomp", "huggingface_pytorch_trcomp", "pytorch_trcomp", "tensorflow", "pytorch", "stabilityai_pytorch"]
+# available frameworks - ["base", "vllm", "sglang", "autogluon", "huggingface_vllm", "huggingface_tensorflow", "huggingface_pytorch", "huggingface_tensorflow_trcomp", "huggingface_pytorch_trcomp", "pytorch_trcomp", "tensorflow", "pytorch", "stabilityai_pytorch"]
 build_frameworks = []
 
 
@@ -186,5 +186,8 @@ dlc-pr-tensorflow-2-eia-inference = ""
 # vllm
 dlc-pr-vllm = ""
 
+# HuggingFace vLLM
+dlc-pr-huggingface-vllm = ""
+
 # sglang
 dlc-pr-sglang = ""

huggingface/hf-vllm/buildspec.yml

@@ -0,0 +1,53 @@
+account_id: &ACCOUNT_ID <set-$ACCOUNT_ID-in-environment>
+prod_account_id: &PROD_ACCOUNT_ID 763104351884
+region: &REGION <set-$REGION-in-environment>
+base_framework: &BASE_FRAMEWORK vllm
+framework: &FRAMEWORK !join [ "huggingface_", *BASE_FRAMEWORK]
+version: &VERSION "0.12.0"
+short_version: &SHORT_VERSION "0.12"
+arch_type: &ARCH_TYPE x86_64
+autopatch_build: "False"
+
+repository_info:
+  build_repository: &BUILD_REPOSITORY
+    image_type: &IMAGE_TYPE gpu
+    root: huggingface/hf-vllm
+    repository_name: &REPOSITORY_NAME !join [ "pr", "-", "huggingface", "-", *BASE_FRAMEWORK ]
+    repository: &REPOSITORY !join [ *ACCOUNT_ID, .dkr.ecr., *REGION, .amazonaws.com/, *REPOSITORY_NAME ]
+    release_repository_name: &RELEASE_REPOSITORY_NAME !join [ "huggingface", "-", *BASE_FRAMEWORK ]
+    release_repository: &RELEASE_REPOSITORY !join [ *PROD_ACCOUNT_ID, .dkr.ecr., *REGION, .amazonaws.com/, *RELEASE_REPOSITORY_NAME ]
+
+context:
+  build_context: &BUILD_CONTEXT
+    deep_learning_container:
+      source: ../../src/deep_learning_container.py
+      target: deep_learning_container.py
+    cuda-compatibility-lib:
+      source: ../build_artifacts/inference/cuda-compatibility-lib.sh
+      target: cuda-compatibility-lib.sh
+
+
+images:
+  BuildHuggingFaceVllmGpuPy312Cu129DockerImage:
+    <<: *BUILD_REPOSITORY
+    context:
+      <<: *BUILD_CONTEXT
+    image_size_baseline: 26000
+    device_type: &DEVICE_TYPE gpu
+    cuda_version: &CUDA_VERSION cu129
+    python_version: &DOCKER_PYTHON_VERSION py3
+    tag_python_version: &TAG_PYTHON_VERSION py312
+    os_version: &OS_VERSION ubuntu22.04
+    transformers_version: &TRANSFORMERS_VERSION 4.57.3
+    vllm_version: &VLLM_VERSION 0.12.0
+    tag: !join [ "hf-vllm", "-", *VERSION, "-", *DEVICE_TYPE, "-", *TAG_PYTHON_VERSION, "-", *CUDA_VERSION, "-", *OS_VERSION, "-sagemaker" ]
+    latest_release_tag: !join [ "hf-vllm", "-", *VERSION, "-", *DEVICE_TYPE, "-", *TAG_PYTHON_VERSION, "-", *CUDA_VERSION, "-", *OS_VERSION, "-sagemaker" ]
+    docker_file: !join [ docker/, *SHORT_VERSION, /, *CUDA_VERSION, /Dockerfile ]
+    target: sagemaker
+    build: true
+    enable_common_stage_build: false
+    test_configs:
+      test_platforms:
+        - sanity
+        - security
+        - sagemaker

huggingface/hf-vllm/docker/0.12/cu129/Dockerfile

@@ -0,0 +1,42 @@
+ARG FINAL_BASE_IMAGE=763104351884.dkr.ecr.us-west-2.amazonaws.com/vllm:0.12.0-gpu-py312-cu129-ubuntu22.04-sagemaker-v1.0
+FROM ${FINAL_BASE_IMAGE} AS vllm-base
+
+LABEL maintainer="Amazon AI"
+LABEL dlc_major_version="1"
+
+ARG HUGGINGFACE_HUB_VERSION=0.36.0
+ARG HF_XET_VERSION=1.2.0
+
+RUN apt-get update -y \
+&& apt-get install -y --no-install-recommends curl unzip \
+&& rm -rf /var/lib/apt/lists/*
+
+
+RUN pip install --upgrade pip && \
+   pip install --no-cache-dir \
+     huggingface-hub==${HUGGINGFACE_HUB_VERSION} \
+     hf-xet==${HF_XET_VERSION} \
+     grpcio
+
+
+FROM vllm-base AS sagemaker
+ENV HF_HUB_ENABLE_HF_TRANSFER="1" \
+    HF_HUB_USER_AGENT_ORIGIN="aws:sagemaker:gpu-cuda:inference:hf-vllm"
+
+COPY cuda-compatibility-lib.sh /usr/local/bin/cuda-compatibility-lib.sh
+RUN chmod +x /usr/local/bin/cuda-compatibility-lib.sh
+
+RUN set -eux; \
+    HOME_DIR=/root; \
+    uv pip install --system --upgrade pip requests PTable; \
+    curl -o ${HOME_DIR}/oss_compliance.zip https://aws-dlinfra-utilities.s3.amazonaws.com/oss_compliance.zip; \
+    unzip ${HOME_DIR}/oss_compliance.zip -d ${HOME_DIR}/; \
+    cp ${HOME_DIR}/oss_compliance/test/testOSSCompliance /usr/local/bin/testOSSCompliance; \
+    chmod +x /usr/local/bin/testOSSCompliance; \
+    chmod +x ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh; \
+    ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh ${HOME_DIR} python3; \
+    rm -rf ${HOME_DIR}/oss_compliance*
+
+
+ENTRYPOINT ["/usr/local/bin/sagemaker_entrypoint.sh"]
+

huggingface/hf-vllm/out.py

@@ -0,0 +1,14 @@
+import os
+
+try:
+    if os.path.exists("/usr/local/bin/deep_learning_container.py") and (
+        os.getenv("OPT_OUT_TRACKING") is None or os.getenv("OPT_OUT_TRACKING", "").lower() != "true"
+    ):
+        import threading
+
+        cmd = "python /usr/local/bin/deep_learning_container.py --framework huggingface_pytorch --framework-version 2.7.1 --container-type training &>/dev/null"
+        x = threading.Thread(target=lambda: os.system(cmd))
+        x.setDaemon(True)
+        x.start()
+except Exception:
+    pass

huggingface/hf-vllm/telemetry.sh

@@ -0,0 +1,12 @@
+# telemetry.sh
+#!/bin/bash
+if [ -f /usr/local/bin/deep_learning_container.py ] && [[ -z "${OPT_OUT_TRACKING}" || "${OPT_OUT_TRACKING,,}" != "true" ]]; then
+    (
+        python /usr/local/bin/deep_learning_container.py \
+            --framework "hf-vllm" \
+            --framework-version "0.12.0" \
+            --container-type "inference" \
+            &>/dev/null &
+    )
+fi
+

src/constants.py

@@ -27,6 +27,7 @@
     "base",
     "vllm",
     "sglang",
+    "huggingface_vllm",
 }
 DEVICE_TYPES = {"cpu", "gpu", "hpu", "eia", "inf", "neuron", "neuronx"}
 IMAGE_TYPES = {"training", "inference"}

test/sagemaker_tests/huggingface/hf-vllm/__init__.py

@@ -0,0 +1,13 @@
+# Copyright 2019-2020 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"). You
+# may not use this file except in compliance with the License. A copy of
+# the License is located at
+#
+#     http://aws.amazon.com/apache2.0/
+#
+# or in the "license" file accompanying this file. This file is
+# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
+# ANY KIND, either express or implied. See the License for the specific
+# language governing permissions and limitations under the License.
+from __future__ import absolute_import