first backup of charts
This commit is contained in:
165
vllm/vllm-app/templates/llama.yaml
Normal file
165
vllm/vllm-app/templates/llama.yaml
Normal file
@ -0,0 +1,165 @@
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{{- if and (gt (int .Values.workerSize) 1) (eq .Values.app "llama") }}
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apiVersion: leaderworkerset.x-k8s.io/v1
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kind: LeaderWorkerSet
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metadata:
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name: infer
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spec:
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replicas: {{ .Values.replicaCount }}
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leaderWorkerTemplate:
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size: {{ .Values.workerSize }}
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restartPolicy: RecreateGroupOnPodRestart
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leaderTemplate:
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metadata:
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labels:
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role: leader
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spec:
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initContainers:
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# 模型下载作为第一个 initContainer
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- name: download-model
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image: {{ .Values.model.download.image }}
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imagePullPolicy: IfNotPresent
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env:
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- name: HF_ENDPOINT
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value: https://hf-mirror.com
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- name: HUGGING_FACE_HUB_TOKEN
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value: {{ .Values.model.huggingfaceToken }}
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command:
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- sh
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- -c
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- |
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MODEL_NAME=$(basename "{{ .Values.model.huggingfaceName }}")
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DEST_DIR="{{ .Values.model.localMountPath }}/$MODEL_NAME"
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# DEST_DIR="{{ .Values.model.localMountPath }}/{{ .Values.model.huggingfaceName }}"
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# 检查模型是否存在,不存在则下载
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echo "DEST_DIR= $DEST_DIR"
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ls $DEST_DIR
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ls -l {{ .Values.model.localMountPath }}/{{ .Values.model.huggingfaceName }}
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if [ ! -f "$DEST_DIR/config.json" ]; then
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ls -l {{ .Values.model.localMountPath }}
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echo "Downloading model {{ .Values.model.huggingfaceName }} to $DEST_DIR"
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wget https://hf-mirror.com/hfd/hfd.sh
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chmod a+x hfd.sh
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apt install aria2 -y
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./hfd.sh {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
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# huggingface-cli download {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
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else
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echo "Model already exists at $DEST_DIR"
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fi
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volumeMounts:
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- name: weight-volume
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mountPath: {{ .Values.model.localMountPath }}
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containers:
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- name: llama-leader
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image: {{ .Values.llama.image }}
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imagePullPolicy: IfNotPresent
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securityContext:
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capabilities:
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add: [ "IPC_LOCK" ]
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env:
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# - name: HUGGING_FACE_HUB_TOKEN
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# value: {{ .Values.vllm.huggingfaceToken }}
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- name: GLOO_SOCKET_IFNAME
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value: eth0
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- name: NCCL_SOCKET_IFNAME
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value: eth0
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- name: NCCL_IB_DISABLE
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value: "0"
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- name: NCCL_DEBUG
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value: INFO
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- name: NCCL_IB_HCA
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value: mlx5_0:1
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- name: NCCL_IB_GID_INDEX
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value: "0" # 或 "7",根据你的网络配置而定
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- name: RAY_DEDUP_LOGS
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value: "0"
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- name : USE_RAY
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value: "1"
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# - name : LMDEPLOY_EXECUTOR_BACKEND
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# value: "ray"
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command:
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- sh
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- -c
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- "bash {{ .Values.model.localMountPath }}/multi-node-serving.sh leader --ray_cluster_size=$(LWS_GROUP_SIZE);
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MODEL_NAME=$(basename '{{ .Values.model.huggingfaceName }}'); MODEL_NAME_OR_PATH='{{ .Values.model.localMountPath }}/'$MODEL_NAME;
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llamafactory-cli webchat {{ .Values.model.localMountPath }}/lws-config/qwen2_5_3B.yaml "
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resources:
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limits:
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nvidia.com/gpu: "{{ .Values.resources.gpuLimit }}"
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memory: {{ .Values.resources.memoryLimit }}
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ephemeral-storage: 10Gi
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rdma/rdma_shared_device_a: 10
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requests:
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ephemeral-storage: 10Gi
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cpu: {{ .Values.resources.cpuRequest }}
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ports:
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- containerPort: 7860
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name: http
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volumeMounts:
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- mountPath: /dev/shm
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name: dshm
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- name: weight-volume
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mountPath: {{ .Values.model.localMountPath }}
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volumes:
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- name: dshm
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emptyDir:
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medium: Memory
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sizeLimit: {{ .Values.resources.shmSize }}
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- name: weight-volume
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persistentVolumeClaim:
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claimName: {{ .Values.app }}-pvc-model
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workerTemplate:
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spec:
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containers:
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- name: llama-worker
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image: {{ .Values.llama.image }}
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imagePullPolicy: IfNotPresent
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securityContext:
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capabilities:
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add: [ "IPC_LOCK" ]
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command:
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- sh
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- -c
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- "echo $(LWS_LEADER_ADDRESS);
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bash {{ .Values.model.localMountPath }}/multi-node-serving.sh worker --ray_address=$(LWS_LEADER_ADDRESS)"
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resources:
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limits:
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nvidia.com/gpu: "{{ .Values.resources.gpuLimit }}"
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memory: {{ .Values.resources.memoryLimit }}
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ephemeral-storage: 10Gi
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rdma/rdma_shared_device_a: 10
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requests:
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ephemeral-storage: 10Gi
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cpu: {{ .Values.resources.cpuRequest }}
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env:
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# - name: HUGGING_FACE_HUB_TOKEN
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# value: {{ .Values.vllm.huggingfaceToken }}
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- name: GLOO_SOCKET_IFNAME
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value: eth0
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- name: NCCL_SOCKET_IFNAME
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value: eth0
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- name: NCCL_IB_DISABLE
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value: "0"
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- name: NCCL_DEBUG
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value: INFO
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- name: NCCL_IB_HCA
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value: mlx5_0:1
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- name: NCCL_IB_GID_INDEX
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value: "0" # 或 "7",根据你的网络配置而定
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- name: RAY_DEDUP_LOGS
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value: "0"
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# - name : LMDEPLOY_EXECUTOR_BACKEND
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# value: "ray"
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volumeMounts:
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- mountPath: /dev/shm
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name: dshm
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- name: weight-volume
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mountPath: {{ .Values.model.localMountPath }}
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volumes:
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- name: dshm
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emptyDir:
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medium: Memory
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sizeLimit: {{ .Values.resources.shmSize }}
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- name: weight-volume
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persistentVolumeClaim:
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claimName: {{ .Values.app }}-pvc-model
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{{- end }}
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170
vllm/vllm-app/templates/lmdeploy_lws.yaml
Normal file
170
vllm/vllm-app/templates/lmdeploy_lws.yaml
Normal file
@ -0,0 +1,170 @@
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{{- if and (gt (int .Values.workerSize) 1) (eq .Values.app "lmdeploy") }}
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apiVersion: leaderworkerset.x-k8s.io/v1
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kind: LeaderWorkerSet
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metadata:
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||||
name: infer
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||||
spec:
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||||
replicas: {{ .Values.replicaCount }}
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||||
leaderWorkerTemplate:
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||||
size: {{ .Values.workerSize }}
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||||
restartPolicy: RecreateGroupOnPodRestart
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||||
leaderTemplate:
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||||
metadata:
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||||
labels:
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role: leader
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||||
spec:
|
||||
initContainers:
|
||||
# 模型下载作为第一个 initContainer
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||||
- name: download-model
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image: {{ .Values.model.download.image }}
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imagePullPolicy: IfNotPresent
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||||
env:
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- name: HF_ENDPOINT
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value: https://hf-mirror.com
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- name: HUGGING_FACE_HUB_TOKEN
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||||
value: {{ .Values.model.huggingfaceToken }}
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||||
command:
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||||
- sh
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||||
- -c
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||||
- |
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||||
MODEL_NAME=$(basename "{{ .Values.model.huggingfaceName }}")
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DEST_DIR="{{ .Values.model.localMountPath }}/$MODEL_NAME"
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||||
# DEST_DIR="{{ .Values.model.localMountPath }}/{{ .Values.model.huggingfaceName }}"
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||||
# 检查模型是否存在,不存在则下载
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||||
echo "DEST_DIR= $DEST_DIR"
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ls $DEST_DIR
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||||
ls -l {{ .Values.model.localMountPath }}/{{ .Values.model.huggingfaceName }}
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||||
if [ ! -f "$DEST_DIR/config.json" ]; then
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ls -l {{ .Values.model.localMountPath }}
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||||
echo "Downloading model {{ .Values.model.huggingfaceName }} to $DEST_DIR"
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wget https://hf-mirror.com/hfd/hfd.sh
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chmod a+x hfd.sh
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apt install aria2 -y
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./hfd.sh {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
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# huggingface-cli download {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
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||||
else
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echo "Model already exists at $DEST_DIR"
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||||
fi
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||||
volumeMounts:
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||||
- name: weight-volume
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||||
mountPath: {{ .Values.model.localMountPath }}
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||||
containers:
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- name: lmdeploy-leader
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image: {{ .Values.lmdeploy.image }}
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||||
imagePullPolicy: IfNotPresent
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||||
securityContext:
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||||
capabilities:
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||||
add: [ "IPC_LOCK" ]
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||||
env:
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||||
# - name: HUGGING_FACE_HUB_TOKEN
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||||
# value: {{ .Values.vllm.huggingfaceToken }}
|
||||
- name: GLOO_SOCKET_IFNAME
|
||||
value: eth0
|
||||
- name: NCCL_SOCKET_IFNAME
|
||||
value: eth0
|
||||
- name: NCCL_IB_DISABLE
|
||||
value: "0"
|
||||
- name: NCCL_DEBUG
|
||||
value: INFO
|
||||
- name: NCCL_IB_HCA
|
||||
value: mlx5_0:1
|
||||
- name: NCCL_IB_GID_INDEX
|
||||
value: "0" # 或 "7",根据你的网络配置而定
|
||||
- name: RAY_DEDUP_LOGS
|
||||
value: "0"
|
||||
- name : LMDEPLOY_EXECUTOR_BACKEND
|
||||
value: "ray"
|
||||
command:
|
||||
- sh
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||||
- -c
|
||||
- "bash {{ .Values.model.localMountPath }}/multi-node-serving.sh leader --ray_cluster_size=$(LWS_GROUP_SIZE);
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||||
MODEL_NAME=$(basename '{{ .Values.model.huggingfaceName }}'); MODEL_PATH='{{ .Values.model.localMountPath }}/'$MODEL_NAME;
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lmdeploy serve api_server $MODEL_PATH --backend pytorch --tp $(({{ .Values.resources.gpuLimit }} * {{ .Values.workerSize }})) --server-port 8080 --cache-max-entry-count 0.9"
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||||
resources:
|
||||
limits:
|
||||
nvidia.com/gpu: "{{ .Values.resources.gpuLimit }}"
|
||||
memory: {{ .Values.resources.memoryLimit }}
|
||||
ephemeral-storage: 10Gi
|
||||
rdma/rdma_shared_device_a: 10
|
||||
requests:
|
||||
ephemeral-storage: 10Gi
|
||||
cpu: {{ .Values.resources.cpuRequest }}
|
||||
ports:
|
||||
- containerPort: 8080
|
||||
name: http
|
||||
readinessProbe:
|
||||
tcpSocket:
|
||||
#httpGet:
|
||||
#path: /health
|
||||
port: 8080
|
||||
initialDelaySeconds: 120
|
||||
periodSeconds: 20
|
||||
timeoutSeconds: 5
|
||||
volumeMounts:
|
||||
- mountPath: /dev/shm
|
||||
name: dshm
|
||||
- name: weight-volume
|
||||
mountPath: {{ .Values.model.localMountPath }}
|
||||
volumes:
|
||||
- name: dshm
|
||||
emptyDir:
|
||||
medium: Memory
|
||||
sizeLimit: {{ .Values.resources.shmSize }}
|
||||
- name: weight-volume
|
||||
persistentVolumeClaim:
|
||||
claimName: nfs-pvc-model
|
||||
workerTemplate:
|
||||
spec:
|
||||
containers:
|
||||
- name: lmdeploy-worker
|
||||
image: {{ .Values.lmdeploy.image }}
|
||||
imagePullPolicy: IfNotPresent
|
||||
securityContext:
|
||||
capabilities:
|
||||
add: [ "IPC_LOCK" ]
|
||||
command:
|
||||
- sh
|
||||
- -c
|
||||
- "bash {{ .Values.model.localMountPath }}/multi-node-serving.sh worker --ray_address=$(LWS_LEADER_ADDRESS)"
|
||||
resources:
|
||||
limits:
|
||||
nvidia.com/gpu: "{{ .Values.resources.gpuLimit }}"
|
||||
memory: {{ .Values.resources.memoryLimit }}
|
||||
ephemeral-storage: 10Gi
|
||||
rdma/rdma_shared_device_a: 10
|
||||
requests:
|
||||
ephemeral-storage: 10Gi
|
||||
cpu: {{ .Values.resources.cpuRequest }}
|
||||
env:
|
||||
# - name: HUGGING_FACE_HUB_TOKEN
|
||||
# value: {{ .Values.lmdeploy.huggingfaceToken }}
|
||||
- name: GLOO_SOCKET_IFNAME
|
||||
value: eth0
|
||||
- name: NCCL_SOCKET_IFNAME
|
||||
value: eth0
|
||||
- name: NCCL_IB_DISABLE
|
||||
value: "0"
|
||||
- name: NCCL_DEBUG
|
||||
value: INFO
|
||||
- name: NCCL_IB_HCA
|
||||
value: mlx5_0:1
|
||||
- name: NCCL_IB_GID_INDEX
|
||||
value: "0" # 或 "7",根据你的网络配置而定
|
||||
- name: RAY_DEDUP_LOGS
|
||||
value: "0"
|
||||
- name : LMDEPLOY_EXECUTOR_BACKEND
|
||||
value: "ray"
|
||||
volumeMounts:
|
||||
- mountPath: /dev/shm
|
||||
name: dshm
|
||||
- name: weight-volume
|
||||
mountPath: {{ .Values.model.localMountPath }}
|
||||
volumes:
|
||||
- name: dshm
|
||||
emptyDir:
|
||||
medium: Memory
|
||||
sizeLimit: {{ .Values.resources.shmSize }}
|
||||
- name: weight-volume
|
||||
persistentVolumeClaim:
|
||||
claimName: nfs-pvc-model
|
||||
{{- end }}
|
||||
166
vllm/vllm-app/templates/lws.yaml
Normal file
166
vllm/vllm-app/templates/lws.yaml
Normal file
@ -0,0 +1,166 @@
|
||||
{{- if and (gt (int .Values.workerSize) 1) (eq .Values.app "vllm") }}
|
||||
apiVersion: leaderworkerset.x-k8s.io/v1
|
||||
kind: LeaderWorkerSet
|
||||
metadata:
|
||||
name: infer
|
||||
spec:
|
||||
replicas: {{ .Values.replicaCount }}
|
||||
leaderWorkerTemplate:
|
||||
size: {{ .Values.workerSize }}
|
||||
restartPolicy: RecreateGroupOnPodRestart
|
||||
leaderTemplate:
|
||||
metadata:
|
||||
labels:
|
||||
role: leader
|
||||
spec:
|
||||
initContainers:
|
||||
# 模型下载作为第一个 initContainer
|
||||
- name: download-model
|
||||
image: {{ .Values.model.download.image }}
|
||||
imagePullPolicy: IfNotPresent
|
||||
env:
|
||||
- name: HF_ENDPOINT
|
||||
value: https://hf-mirror.com
|
||||
- name: HUGGING_FACE_HUB_TOKEN
|
||||
value: {{ .Values.model.huggingfaceToken }}
|
||||
command:
|
||||
- sh
|
||||
- -c
|
||||
- |
|
||||
MODEL_NAME=$(basename "{{ .Values.model.huggingfaceName }}")
|
||||
DEST_DIR="{{ .Values.model.localMountPath }}/$MODEL_NAME"
|
||||
# DEST_DIR="{{ .Values.model.localMountPath }}/{{ .Values.model.huggingfaceName }}"
|
||||
# 检查模型是否存在,不存在则下载
|
||||
echo "DEST_DIR= $DEST_DIR"
|
||||
ls $DEST_DIR
|
||||
ls -l {{ .Values.model.localMountPath }}/{{ .Values.model.huggingfaceName }}
|
||||
if [ ! -f "$DEST_DIR/config.json" ]; then
|
||||
ls -l {{ .Values.model.localMountPath }}
|
||||
echo "Downloading model {{ .Values.model.huggingfaceName }} to $DEST_DIR"
|
||||
wget https://hf-mirror.com/hfd/hfd.sh
|
||||
chmod a+x hfd.sh
|
||||
apt install aria2 -y
|
||||
./hfd.sh {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
|
||||
# huggingface-cli download {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
|
||||
else
|
||||
echo "Model already exists at $DEST_DIR"
|
||||
fi
|
||||
volumeMounts:
|
||||
- name: weight-volume
|
||||
mountPath: {{ .Values.model.localMountPath }}
|
||||
containers:
|
||||
- name: vllm-leader
|
||||
image: {{ .Values.vllm.image }}
|
||||
imagePullPolicy: IfNotPresent
|
||||
securityContext:
|
||||
capabilities:
|
||||
add: [ "IPC_LOCK" ]
|
||||
env:
|
||||
# - name: HUGGING_FACE_HUB_TOKEN
|
||||
# value: {{ .Values.vllm.huggingfaceToken }}
|
||||
- name: GLOO_SOCKET_IFNAME
|
||||
value: eth0
|
||||
- name: NCCL_SOCKET_IFNAME
|
||||
value: eth0
|
||||
- name: NCCL_IB_DISABLE
|
||||
value: "0"
|
||||
- name: NCCL_DEBUG
|
||||
value: INFO
|
||||
- name: NCCL_IB_HCA
|
||||
value: mlx5_0:1
|
||||
- name: NCCL_IB_GID_INDEX
|
||||
value: "0" # 或 "7",根据你的网络配置而定
|
||||
- name: RAY_DEDUP_LOGS
|
||||
value: "0"
|
||||
command:
|
||||
- sh
|
||||
- -c
|
||||
- "bash /vllm-workspace/examples/online_serving/multi-node-serving.sh leader --ray_cluster_size=$(LWS_GROUP_SIZE);
|
||||
MODEL_NAME=$(basename '{{ .Values.model.huggingfaceName }}'); MODEL_PATH='{{ .Values.model.localMountPath }}/'$MODEL_NAME;
|
||||
python3 -m vllm.entrypoints.openai.api_server --port 8080 --model $MODEL_PATH --tensor-parallel-size {{ .Values.resources.gpuLimit }} --pipeline_parallel_size {{ .Values.workerSize }} --trust_remote_code"
|
||||
resources:
|
||||
limits:
|
||||
nvidia.com/gpu: "{{ .Values.resources.gpuLimit }}"
|
||||
memory: {{ .Values.resources.memoryLimit }}
|
||||
ephemeral-storage: 10Gi
|
||||
rdma/rdma_shared_device_a: 10
|
||||
requests:
|
||||
ephemeral-storage: 10Gi
|
||||
cpu: {{ .Values.resources.cpuRequest }}
|
||||
ports:
|
||||
- containerPort: 8080
|
||||
name: http
|
||||
readinessProbe:
|
||||
tcpSocket:
|
||||
#httpGet:
|
||||
#path: /health
|
||||
port: 8080
|
||||
initialDelaySeconds: 120
|
||||
periodSeconds: 20
|
||||
timeoutSeconds: 5
|
||||
volumeMounts:
|
||||
- mountPath: /dev/shm
|
||||
name: dshm
|
||||
- name: weight-volume
|
||||
mountPath: {{ .Values.model.localMountPath }}
|
||||
volumes:
|
||||
- name: dshm
|
||||
emptyDir:
|
||||
medium: Memory
|
||||
sizeLimit: {{ .Values.resources.shmSize }}
|
||||
- name: weight-volume
|
||||
persistentVolumeClaim:
|
||||
claimName: {{ .Values.app }}-pvc-model
|
||||
workerTemplate:
|
||||
spec:
|
||||
containers:
|
||||
- name: vllm-worker
|
||||
image: {{ .Values.vllm.image }}
|
||||
imagePullPolicy: IfNotPresent
|
||||
securityContext:
|
||||
capabilities:
|
||||
add: [ "IPC_LOCK" ]
|
||||
command:
|
||||
- sh
|
||||
- -c
|
||||
- "bash /vllm-workspace/examples/online_serving/multi-node-serving.sh worker --ray_address=$(LWS_LEADER_ADDRESS)"
|
||||
resources:
|
||||
limits:
|
||||
nvidia.com/gpu: "{{ .Values.resources.gpuLimit }}"
|
||||
memory: {{ .Values.resources.memoryLimit }}
|
||||
ephemeral-storage: 10Gi
|
||||
rdma/rdma_shared_device_a: 10
|
||||
requests:
|
||||
ephemeral-storage: 10Gi
|
||||
cpu: {{ .Values.resources.cpuRequest }}
|
||||
env:
|
||||
# - name: HUGGING_FACE_HUB_TOKEN
|
||||
# value: {{ .Values.vllm.huggingfaceToken }}
|
||||
- name: GLOO_SOCKET_IFNAME
|
||||
value: eth0
|
||||
- name: NCCL_SOCKET_IFNAME
|
||||
value: eth0
|
||||
- name: NCCL_IB_DISABLE
|
||||
value: "0"
|
||||
- name: NCCL_DEBUG
|
||||
value: INFO
|
||||
- name: NCCL_IB_HCA
|
||||
value: mlx5_0:1
|
||||
- name: NCCL_IB_GID_INDEX
|
||||
value: "0" # 或 "7",根据你的网络配置而定
|
||||
- name: RAY_DEDUP_LOGS
|
||||
value: "0"
|
||||
volumeMounts:
|
||||
- mountPath: /dev/shm
|
||||
name: dshm
|
||||
- name: weight-volume
|
||||
mountPath: {{ .Values.model.localMountPath }}
|
||||
volumes:
|
||||
- name: dshm
|
||||
emptyDir:
|
||||
medium: Memory
|
||||
sizeLimit: {{ .Values.resources.shmSize }}
|
||||
- name: weight-volume
|
||||
persistentVolumeClaim:
|
||||
claimName: {{ .Values.app }}-pvc-model
|
||||
{{- end }}
|
||||
44
vllm/vllm-app/templates/model-download-job.yaml
Normal file
44
vllm/vllm-app/templates/model-download-job.yaml
Normal file
@ -0,0 +1,44 @@
|
||||
{{- if .Values.model.download.enabled }}
|
||||
apiVersion: batch/v1
|
||||
kind: Job
|
||||
metadata:
|
||||
name: {{ .Release.Name }}-download-model
|
||||
annotations:
|
||||
"helm.sh/hook": pre-install,pre-upgrade # 在安装/升级前执行
|
||||
"helm.sh/hook-weight": "-10" # 优先执行
|
||||
"helm.sh/hook-delete-policy": hook-succeeded
|
||||
spec:
|
||||
template:
|
||||
spec:
|
||||
restartPolicy: OnFailure
|
||||
containers:
|
||||
- name: downloader
|
||||
image: {{ .Values.model.download.image }}
|
||||
env:
|
||||
- name: HF_ENDPOINT
|
||||
value: https://hf-mirror.com
|
||||
- name: HUGGING_FACE_HUB_TOKEN
|
||||
value: {{ .Values.model.huggingfaceToken }}
|
||||
command:
|
||||
- sh
|
||||
- -c
|
||||
- |
|
||||
DEST_DIR="{{ .Values.model.localMountPath }}/{{ .Values.model.huggingfaceName }}"
|
||||
if [ -d "$DEST_DIR" ]; then
|
||||
echo "Model already exists at $DEST_DIR"
|
||||
else
|
||||
echo "Downloading model {{ .Values.model.huggingfaceName }} to $DEST_DIR"
|
||||
wget https://hf-mirror.com/hfd/hfd.sh
|
||||
chmod a+x hfd.sh
|
||||
apt install aria2 -y
|
||||
./hfd.sh {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
|
||||
# huggingface-cli download {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
|
||||
fi
|
||||
volumeMounts:
|
||||
- name: model-storage
|
||||
mountPath: {{ .Values.model.localMountPath }}
|
||||
volumes:
|
||||
- name: model-storage
|
||||
persistentVolumeClaim:
|
||||
claimName: nfs-pvc-model # 复用之前的 PVC
|
||||
{{- end }}
|
||||
14
vllm/vllm-app/templates/nfs-pv.yaml
Normal file
14
vllm/vllm-app/templates/nfs-pv.yaml
Normal file
@ -0,0 +1,14 @@
|
||||
apiVersion: v1
|
||||
kind: PersistentVolume
|
||||
metadata:
|
||||
name: {{ .Values.app }}-pv-model
|
||||
spec:
|
||||
storageClassName: {{ .Values.nfs.storageClass | default "local-path" }}
|
||||
capacity:
|
||||
storage: {{ .Values.nfs.pvSize }}
|
||||
accessModes:
|
||||
- ReadWriteMany
|
||||
persistentVolumeReclaimPolicy: Retain
|
||||
nfs:
|
||||
path: {{ .Values.nfs.path }}
|
||||
server: {{ .Values.nfs.server }}
|
||||
12
vllm/vllm-app/templates/nfs-pvc.yaml
Normal file
12
vllm/vllm-app/templates/nfs-pvc.yaml
Normal file
@ -0,0 +1,12 @@
|
||||
apiVersion: v1
|
||||
kind: PersistentVolumeClaim
|
||||
metadata:
|
||||
name: {{ .Values.app }}-pvc-model
|
||||
annotations:
|
||||
spec:
|
||||
accessModes:
|
||||
- ReadWriteMany
|
||||
resources:
|
||||
requests:
|
||||
storage: {{ .Values.nfs.pvcSize }}
|
||||
volumeName: {{ .Values.app }}-pv-model
|
||||
39
vllm/vllm-app/templates/services.yaml
Normal file
39
vllm/vllm-app/templates/services.yaml
Normal file
@ -0,0 +1,39 @@
|
||||
#apiVersion: v1
|
||||
#kind: Service
|
||||
#metadata:
|
||||
# name: infer-leader-loadbalancer
|
||||
#spec:
|
||||
# type: LoadBalancer
|
||||
# selector:
|
||||
# leaderworkerset.sigs.k8s.io/name: infer
|
||||
# role: leader
|
||||
# ports:
|
||||
# - protocol: TCP
|
||||
# port: 8080
|
||||
# targetPort: 8080
|
||||
#
|
||||
---
|
||||
apiVersion: v1
|
||||
kind: Service
|
||||
metadata:
|
||||
name: {{ .Values.app }}-leader-nodeport
|
||||
spec:
|
||||
type: NodePort
|
||||
{{- if gt (int .Values.workerSize) 1 }}
|
||||
selector:
|
||||
leaderworkerset.sigs.k8s.io/name: infer
|
||||
role: leader
|
||||
{{- else }}
|
||||
selector:
|
||||
app: vllm-app
|
||||
{{- end }}
|
||||
ports:
|
||||
- protocol: TCP
|
||||
port: 8080
|
||||
{{- if eq .Values.app "llama" }}
|
||||
targetPort: 7860
|
||||
{{- else }}
|
||||
targetPort: 8080
|
||||
{{- end }}
|
||||
nodePort: 30080
|
||||
|
||||
114
vllm/vllm-app/templates/single.yaml
Normal file
114
vllm/vllm-app/templates/single.yaml
Normal file
@ -0,0 +1,114 @@
|
||||
{{- if eq (int .Values.workerSize) 1 }}
|
||||
apiVersion: apps/v1
|
||||
kind: Deployment
|
||||
metadata:
|
||||
name: vllm
|
||||
spec:
|
||||
replicas: {{ .Values.replicaCount }}
|
||||
selector:
|
||||
matchLabels:
|
||||
app: vllm-app
|
||||
template:
|
||||
metadata:
|
||||
labels:
|
||||
app: vllm-app
|
||||
spec:
|
||||
initContainers:
|
||||
# 模型下载作为第一个 initContainer
|
||||
- name: download-model
|
||||
image: {{ .Values.model.download.image }}
|
||||
imagePullPolicy: IfNotPresent
|
||||
env:
|
||||
- name: HF_ENDPOINT
|
||||
value: https://hf-mirror.com
|
||||
- name: HUGGING_FACE_HUB_TOKEN
|
||||
value: {{ .Values.model.huggingfaceToken }}
|
||||
command:
|
||||
- sh
|
||||
- -c
|
||||
- |
|
||||
MODEL_NAME=$(basename "{{ .Values.model.huggingfaceName }}")
|
||||
DEST_DIR="{{ .Values.model.localMountPath }}/$MODEL_NAME"
|
||||
# DEST_DIR="{{ .Values.model.localMountPath }}/{{ .Values.model.huggingfaceName }}"
|
||||
# 检查模型是否存在,不存在则下载
|
||||
echo "DEST_DIR= $DEST_DIR"
|
||||
ls $DEST_DIR
|
||||
ls -l {{ .Values.model.localMountPath }}/{{ .Values.model.huggingfaceName }}
|
||||
if [ ! -f "$DEST_DIR/config.json" ]; then
|
||||
ls -l {{ .Values.model.localMountPath }}
|
||||
echo "Downloading model {{ .Values.model.huggingfaceName }} to $DEST_DIR"
|
||||
wget https://hf-mirror.com/hfd/hfd.sh
|
||||
chmod a+x hfd.sh
|
||||
apt install aria2 -y
|
||||
./hfd.sh {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
|
||||
# huggingface-cli download {{ .Values.model.huggingfaceName }} --local-dir "$DEST_DIR"
|
||||
else
|
||||
echo "Model already exists at $DEST_DIR"
|
||||
fi
|
||||
volumeMounts:
|
||||
- name: weight-volume
|
||||
mountPath: {{ .Values.model.localMountPath }}
|
||||
containers:
|
||||
- name: vllm-leader
|
||||
image: {{ .Values.vllm.image }}
|
||||
imagePullPolicy: IfNotPresent
|
||||
#securityContext:
|
||||
# capabilities:
|
||||
# add: [ "IPC_LOCK" ]
|
||||
env:
|
||||
- name: HUGGING_FACE_HUB_TOKEN
|
||||
value: {{ .Values.vllm.huggingfaceToken }}
|
||||
#- name: GLOO_SOCKET_IFNAME
|
||||
# value: eth0
|
||||
#- name: NCCL_SOCKET_IFNAME
|
||||
# value: eth0
|
||||
#- name: NCCL_IB_DISABLE
|
||||
# value: "0"
|
||||
#- name: NCCL_DEBUG
|
||||
# value: INFO
|
||||
#- name: NCCL_IB_HCA
|
||||
# value: mlx5_0:1
|
||||
#- name: NCCL_IB_GID_INDEX
|
||||
# value: "0" # 或 "7",根据你的网络配置而定
|
||||
- name: RAY_DEDUP_LOGS
|
||||
value: "0"
|
||||
command:
|
||||
- sh
|
||||
- -c
|
||||
- "MODEL_NAME=$(basename '{{ .Values.model.huggingfaceName }}'); MODEL_PATH='{{ .Values.model.localMountPath }}/'$MODEL_NAME;
|
||||
echo 'Using single node ------------------------------------------';
|
||||
python3 -m vllm.entrypoints.openai.api_server --port 8080 --model $MODEL_PATH --tensor-parallel-size {{ .Values.resources.gpuLimit }} --pipeline_parallel_size {{ .Values.workerSize }} --trust_remote_code"
|
||||
resources:
|
||||
limits:
|
||||
nvidia.com/gpu: "{{ .Values.resources.gpuLimit }}"
|
||||
memory: {{ .Values.resources.memoryLimit }}
|
||||
ephemeral-storage: 10Gi
|
||||
#rdma/rdma_shared_device_a: 10
|
||||
requests:
|
||||
ephemeral-storage: 10Gi
|
||||
cpu: {{ .Values.resources.cpuRequest }}
|
||||
ports:
|
||||
- containerPort: 8080
|
||||
name: http
|
||||
readinessProbe:
|
||||
#tcpSocket:
|
||||
httpGet:
|
||||
path: /health
|
||||
port: 8080
|
||||
initialDelaySeconds: 120
|
||||
periodSeconds: 20
|
||||
timeoutSeconds: 5
|
||||
volumeMounts:
|
||||
- mountPath: /dev/shm
|
||||
name: dshm
|
||||
- name: weight-volume
|
||||
mountPath: {{ .Values.model.localMountPath }}
|
||||
volumes:
|
||||
- name: dshm
|
||||
emptyDir:
|
||||
medium: Memory
|
||||
sizeLimit: {{ .Values.resources.shmSize }}
|
||||
- name: weight-volume
|
||||
persistentVolumeClaim:
|
||||
claimName: {{ .Values.app}}-pvc-model
|
||||
{{- end }}
|
||||
Reference in New Issue
Block a user