Add helm deployment instructions for GenAIExamples (#1373)
Add helm deployment instructions for ChatQnA, AgentQnA, AudioQnA, CodeTrans, DocSum, FaqGen and VisualQnA Signed-off-by: Dolpher Du <dolpher.du@intel.com>
This commit is contained in:
dolpher
@@ -71,6 +71,10 @@ Refer to the [Gaudi Guide](./docker_compose/intel/hpu/gaudi/README.md) for instr
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Refer to the [Xeon Guide](./docker_compose/intel/cpu/xeon/README.md) for instructions on deploying AudioQnA on Xeon.
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## Deploy using Helm Chart
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Refer to the [AudioQnA helm chart](./kubernetes/helm/README.md) for instructions on deploying AudioQnA on Kubernetes.
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## Supported Models
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### ASR
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18
AudioQnA/kubernetes/helm/README.md
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18
AudioQnA/kubernetes/helm/README.md
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@@ -0,0 +1,18 @@
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# Deploy AudioQnA on Kubernetes cluster
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- You should have Helm (version >= 3.15) installed. Refer to the [Helm Installation Guide](https://helm.sh/docs/intro/install/) for more information.
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- For more deploy options, refer to [helm charts README](https://github.com/opea-project/GenAIInfra/tree/main/helm-charts#readme).
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## Deploy on Xeon
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```
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export HFTOKEN="insert-your-huggingface-token-here"
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helm install audioqna oci://ghcr.io/opea-project/charts/audioqna --set global.HUGGINGFACEHUB_API_TOKEN=${HFTOKEN} -f cpu-values.yaml
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```
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## Deploy on Gaudi
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```
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export HFTOKEN="insert-your-huggingface-token-here"
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helm install audioqna oci://ghcr.io/opea-project/charts/audioqna --set global.HUGGINGFACEHUB_API_TOKEN=${HFTOKEN} -f gaudi-values.yaml
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```
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5
AudioQnA/kubernetes/helm/cpu-values.yaml
Normal file
5
AudioQnA/kubernetes/helm/cpu-values.yaml
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@@ -0,0 +1,5 @@
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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tgi:
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LLM_MODEL_ID: Intel/neural-chat-7b-v3-3
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43
AudioQnA/kubernetes/helm/gaudi-values.yaml
Normal file
43
AudioQnA/kubernetes/helm/gaudi-values.yaml
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@@ -0,0 +1,43 @@
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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tgi:
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accelDevice: "gaudi"
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image:
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repository: ghcr.io/huggingface/tgi-gaudi
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tag: "2.0.6"
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resources:
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limits:
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habana.ai/gaudi: 1
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MAX_INPUT_LENGTH: "1024"
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MAX_TOTAL_TOKENS: "2048"
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CUDA_GRAPHS: ""
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HF_HUB_DISABLE_PROGRESS_BARS: 1
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HF_HUB_ENABLE_HF_TRANSFER: 0
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ENABLE_HPU_GRAPH: true
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LIMIT_HPU_GRAPH: true
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USE_FLASH_ATTENTION: true
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FLASH_ATTENTION_RECOMPUTE: true
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livenessProbe:
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initialDelaySeconds: 5
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periodSeconds: 5
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timeoutSeconds: 1
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readinessProbe:
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initialDelaySeconds: 5
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periodSeconds: 5
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timeoutSeconds: 1
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startupProbe:
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initialDelaySeconds: 5
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periodSeconds: 5
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timeoutSeconds: 1
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failureThreshold: 120
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whisper:
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resources:
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limits:
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habana.ai/gaudi: 1
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speecht5:
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resources:
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limits:
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habana.ai/gaudi: 1
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@@ -1,32 +0,0 @@
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# Deploy AudioQnA in a Kubernetes Cluster
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> [NOTE]
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> The following values must be set before you can deploy:
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> HUGGINGFACEHUB_API_TOKEN
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> You can also customize the "MODEL_ID" and "model-volume"
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## Deploy On Xeon
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```
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cd GenAIExamples/AudioQnA/kubernetes/intel/cpu/xeon/manifest
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export HUGGINGFACEHUB_API_TOKEN="YourOwnToken"
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sed -i "s/insert-your-huggingface-token-here/${HUGGINGFACEHUB_API_TOKEN}/g" audioqna.yaml
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kubectl apply -f audioqna.yaml
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```
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## Deploy On Gaudi
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```
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cd GenAIExamples/AudioQnA/kubernetes/intel/hpu/gaudi/manifest
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export HUGGINGFACEHUB_API_TOKEN="YourOwnToken"
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sed -i "s/insert-your-huggingface-token-here/${HUGGINGFACEHUB_API_TOKEN}/g" audioqna.yaml
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kubectl apply -f audioqna.yaml
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```
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## Verify Services
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Make sure all the pods are running, and restart the audioqna-xxxx pod if necessary.
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```bash
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kubectl get pods
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curl http://${host_ip}:3008/v1/audioqna -X POST -d '{"audio": "UklGRigAAABXQVZFZm10IBIAAAABAAEARKwAAIhYAQACABAAAABkYXRhAgAAAAEA", "max_tokens":64}' -H 'Content-Type: application/json'
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```
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@@ -1,241 +0,0 @@
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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apiVersion: v1
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kind: ConfigMap
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metadata:
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name: audio-qna-config
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namespace: default
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data:
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LLM_MODEL_ID: Intel/neural-chat-7b-v3-3
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HUGGINGFACEHUB_API_TOKEN: "insert-your-huggingface-token-here"
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MEGA_SERVICE_HOST_IP: audioqna-backend-server-svc
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WHISPER_SERVER_HOST_IP: whisper-svc
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WHISPER_SERVER_PORT: 7066
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SPEECHT5_SERVER_HOST_IP: speecht5-svc
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SPEECHT5_SERVER_PORT: 7055
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LLM_SERVER_HOST_IP: llm-svc
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LLM_SERVER_PORT: 3006
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---
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: whisper-deploy
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namespace: default
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spec:
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replicas: 1
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selector:
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matchLabels:
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app: whisper-deploy
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template:
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metadata:
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annotations:
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sidecar.istio.io/rewriteAppHTTPProbers: 'true'
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labels:
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app: whisper-deploy
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spec:
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topologySpreadConstraints:
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- maxSkew: 1
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topologyKey: kubernetes.io/hostname
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whenUnsatisfiable: ScheduleAnyway
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labelSelector:
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matchLabels:
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app: whisper-deploy
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hostIPC: true
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containers:
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- envFrom:
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- configMapRef:
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name: audio-qna-config
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image: opea/whisper:latest
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imagePullPolicy: IfNotPresent
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name: whisper-deploy
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args: null
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ports:
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- containerPort: 7066
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serviceAccountName: default
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---
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kind: Service
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apiVersion: v1
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metadata:
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name: whisper-svc
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spec:
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type: ClusterIP
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selector:
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app: whisper-deploy
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ports:
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- name: service
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port: 7066
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targetPort: 7066
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---
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: speecht5-deploy
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namespace: default
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spec:
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replicas: 1
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selector:
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matchLabels:
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app: speecht5-deploy
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template:
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metadata:
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annotations:
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sidecar.istio.io/rewriteAppHTTPProbers: 'true'
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labels:
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app: speecht5-deploy
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spec:
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topologySpreadConstraints:
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- maxSkew: 1
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topologyKey: kubernetes.io/hostname
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whenUnsatisfiable: ScheduleAnyway
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labelSelector:
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matchLabels:
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app: speecht5-deploy
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hostIPC: true
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containers:
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- envFrom:
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- configMapRef:
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name: audio-qna-config
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image: opea/speecht5:latest
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imagePullPolicy: IfNotPresent
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name: speecht5-deploy
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args: null
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ports:
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- containerPort: 7055
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serviceAccountName: default
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---
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kind: Service
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apiVersion: v1
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metadata:
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name: speecht5-svc
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spec:
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type: ClusterIP
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selector:
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app: speecht5-deploy
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ports:
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- name: service
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port: 7055
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targetPort: 7055
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---
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: llm-dependency-deploy
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namespace: default
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spec:
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replicas: 1
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selector:
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matchLabels:
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app: llm-dependency-deploy
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template:
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metadata:
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annotations:
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sidecar.istio.io/rewriteAppHTTPProbers: 'true'
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labels:
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app: llm-dependency-deploy
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spec:
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hostIPC: true
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containers:
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- envFrom:
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- configMapRef:
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name: audio-qna-config
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image: "ghcr.io/huggingface/text-generation-inference:2.4.0-intel-cpu"
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name: llm-dependency-deploy-demo
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securityContext:
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capabilities:
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add:
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- SYS_NICE
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args:
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- --model-id
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- $(LLM_MODEL_ID)
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- --max-input-length
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- '2048'
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- --max-total-tokens
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- '4096'
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volumeMounts:
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- mountPath: /data
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name: model-volume
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- mountPath: /dev/shm
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name: shm
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ports:
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- containerPort: 80
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serviceAccountName: default
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volumes:
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- name: model-volume
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hostPath:
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path: /home/sdp/cesg
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type: Directory
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- name: shm
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emptyDir:
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medium: Memory
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sizeLimit: 1Gi
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---
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kind: Service
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apiVersion: v1
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metadata:
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name: llm-dependency-svc
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spec:
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type: ClusterIP
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selector:
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app: llm-dependency-deploy
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ports:
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- name: service
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port: 3006
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targetPort: 80
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---
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: audioqna-backend-server-deploy
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namespace: default
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spec:
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replicas: 1
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selector:
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matchLabels:
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app: audioqna-backend-server-deploy
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template:
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metadata:
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annotations:
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sidecar.istio.io/rewriteAppHTTPProbers: 'true'
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labels:
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app: audioqna-backend-server-deploy
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spec:
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topologySpreadConstraints:
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- maxSkew: 1
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topologyKey: kubernetes.io/hostname
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whenUnsatisfiable: ScheduleAnyway
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labelSelector:
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matchLabels:
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app: audioqna-backend-server-deploy
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hostIPC: true
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containers:
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- envFrom:
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- configMapRef:
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name: audio-qna-config
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image: opea/audioqna:latest
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imagePullPolicy: IfNotPresent
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name: audioqna-backend-server-deploy
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args: null
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ports:
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- containerPort: 8888
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serviceAccountName: default
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---
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kind: Service
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apiVersion: v1
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metadata:
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name: audioqna-backend-server-svc
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spec:
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type: NodePort
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selector:
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app: audioqna-backend-server-deploy
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ports:
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- name: service
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port: 3008
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targetPort: 8888
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nodePort: 30666
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@@ -1,293 +0,0 @@
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
|
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apiVersion: v1
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kind: ConfigMap
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metadata:
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name: audio-qna-config
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namespace: default
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data:
|
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LLM_MODEL_ID: Intel/neural-chat-7b-v3-3
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HUGGINGFACEHUB_API_TOKEN: "insert-your-huggingface-token-here"
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MEGA_SERVICE_HOST_IP: audioqna-backend-server-svc
|
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|
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WHISPER_SERVER_HOST_IP: whisper-svc
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WHISPER_SERVER_PORT: 7066
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SPEECHT5_SERVER_HOST_IP: speecht5-svc
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SPEECHT5_SERVER_PORT: 7055
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LLM_SERVER_HOST_IP: llm-svc
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LLM_SERVER_PORT: 3006
|
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|
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---
|
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|
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apiVersion: apps/v1
|
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kind: Deployment
|
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metadata:
|
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name: whisper-deploy
|
||||
namespace: default
|
||||
spec:
|
||||
replicas: 1
|
||||
selector:
|
||||
matchLabels:
|
||||
app: whisper-deploy
|
||||
template:
|
||||
metadata:
|
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annotations:
|
||||
sidecar.istio.io/rewriteAppHTTPProbers: 'true'
|
||||
labels:
|
||||
app: whisper-deploy
|
||||
spec:
|
||||
topologySpreadConstraints:
|
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- maxSkew: 1
|
||||
topologyKey: kubernetes.io/hostname
|
||||
whenUnsatisfiable: ScheduleAnyway
|
||||
labelSelector:
|
||||
matchLabels:
|
||||
app: whisper-deploy
|
||||
hostIPC: true
|
||||
containers:
|
||||
- envFrom:
|
||||
- configMapRef:
|
||||
name: audio-qna-config
|
||||
image: opea/whisper-gaudi:latest
|
||||
imagePullPolicy: IfNotPresent
|
||||
name: whisper-deploy
|
||||
args: null
|
||||
ports:
|
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- containerPort: 7066
|
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resources:
|
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limits:
|
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habana.ai/gaudi: 1
|
||||
env:
|
||||
- name: OMPI_MCA_btl_vader_single_copy_mechanism
|
||||
value: none
|
||||
- name: PT_HPU_ENABLE_LAZY_COLLECTIVES
|
||||
value: 'true'
|
||||
- name: runtime
|
||||
value: habana
|
||||
- name: HABANA_VISIBLE_DEVICES
|
||||
value: all
|
||||
serviceAccountName: default
|
||||
---
|
||||
kind: Service
|
||||
apiVersion: v1
|
||||
metadata:
|
||||
name: whisper-svc
|
||||
spec:
|
||||
type: ClusterIP
|
||||
selector:
|
||||
app: whisper-deploy
|
||||
ports:
|
||||
- name: service
|
||||
port: 7066
|
||||
targetPort: 7066
|
||||
|
||||
---
|
||||
apiVersion: apps/v1
|
||||
kind: Deployment
|
||||
metadata:
|
||||
name: speecht5-deploy
|
||||
namespace: default
|
||||
spec:
|
||||
replicas: 1
|
||||
selector:
|
||||
matchLabels:
|
||||
app: speecht5-deploy
|
||||
template:
|
||||
metadata:
|
||||
annotations:
|
||||
sidecar.istio.io/rewriteAppHTTPProbers: 'true'
|
||||
labels:
|
||||
app: speecht5-deploy
|
||||
spec:
|
||||
topologySpreadConstraints:
|
||||
- maxSkew: 1
|
||||
topologyKey: kubernetes.io/hostname
|
||||
whenUnsatisfiable: ScheduleAnyway
|
||||
labelSelector:
|
||||
matchLabels:
|
||||
app: speecht5-deploy
|
||||
hostIPC: true
|
||||
containers:
|
||||
- envFrom:
|
||||
- configMapRef:
|
||||
name: audio-qna-config
|
||||
image: opea/speecht5-gaudi:latest
|
||||
imagePullPolicy: IfNotPresent
|
||||
name: speecht5-deploy
|
||||
args: null
|
||||
ports:
|
||||
- containerPort: 7055
|
||||
resources:
|
||||
limits:
|
||||
habana.ai/gaudi: 1
|
||||
env:
|
||||
- name: OMPI_MCA_btl_vader_single_copy_mechanism
|
||||
value: none
|
||||
- name: PT_HPU_ENABLE_LAZY_COLLECTIVES
|
||||
value: 'true'
|
||||
- name: runtime
|
||||
value: habana
|
||||
- name: HABANA_VISIBLE_DEVICES
|
||||
value: all
|
||||
serviceAccountName: default
|
||||
---
|
||||
kind: Service
|
||||
apiVersion: v1
|
||||
metadata:
|
||||
name: speecht5-svc
|
||||
spec:
|
||||
type: ClusterIP
|
||||
selector:
|
||||
app: speecht5-deploy
|
||||
ports:
|
||||
- name: service
|
||||
port: 7055
|
||||
targetPort: 7055
|
||||
|
||||
---
|
||||
apiVersion: apps/v1
|
||||
kind: Deployment
|
||||
metadata:
|
||||
name: llm-dependency-deploy
|
||||
namespace: default
|
||||
spec:
|
||||
replicas: 1
|
||||
selector:
|
||||
matchLabels:
|
||||
app: llm-dependency-deploy
|
||||
template:
|
||||
metadata:
|
||||
annotations:
|
||||
sidecar.istio.io/rewriteAppHTTPProbers: 'true'
|
||||
labels:
|
||||
app: llm-dependency-deploy
|
||||
spec:
|
||||
hostIPC: true
|
||||
containers:
|
||||
- envFrom:
|
||||
- configMapRef:
|
||||
name: audio-qna-config
|
||||
image: ghcr.io/huggingface/tgi-gaudi:2.0.6
|
||||
name: llm-dependency-deploy-demo
|
||||
securityContext:
|
||||
capabilities:
|
||||
add:
|
||||
- SYS_NICE
|
||||
args:
|
||||
- --model-id
|
||||
- $(LLM_MODEL_ID)
|
||||
- --max-input-length
|
||||
- '2048'
|
||||
- --max-total-tokens
|
||||
- '4096'
|
||||
- --max-batch-total-tokens
|
||||
- '65536'
|
||||
- --max-batch-prefill-tokens
|
||||
- '4096'
|
||||
volumeMounts:
|
||||
- mountPath: /data
|
||||
name: model-volume
|
||||
- mountPath: /dev/shm
|
||||
name: shm
|
||||
ports:
|
||||
- containerPort: 80
|
||||
resources:
|
||||
limits:
|
||||
habana.ai/gaudi: 1
|
||||
env:
|
||||
- name: OMPI_MCA_btl_vader_single_copy_mechanism
|
||||
value: none
|
||||
- name: PT_HPU_ENABLE_LAZY_COLLECTIVES
|
||||
value: 'true'
|
||||
- name: ENABLE_HPU_GRAPH
|
||||
value: 'true'
|
||||
- name: LIMIT_HPU_GRAPH
|
||||
value: 'true'
|
||||
- name: USE_FLASH_ATTENTION
|
||||
value: 'true'
|
||||
- name: FLASH_ATTENTION_RECOMPUTE
|
||||
value: 'true'
|
||||
- name: runtime
|
||||
value: habana
|
||||
- name: HABANA_VISIBLE_DEVICES
|
||||
value: all
|
||||
- name: PREFILL_BATCH_BUCKET_SIZE
|
||||
value: "1"
|
||||
- name: BATCH_BUCKET_SIZE
|
||||
value: "8"
|
||||
serviceAccountName: default
|
||||
volumes:
|
||||
- name: model-volume
|
||||
hostPath:
|
||||
path: /mnt/models
|
||||
type: Directory
|
||||
- name: shm
|
||||
emptyDir:
|
||||
medium: Memory
|
||||
sizeLimit: 1Gi
|
||||
---
|
||||
kind: Service
|
||||
apiVersion: v1
|
||||
metadata:
|
||||
name: llm-dependency-svc
|
||||
spec:
|
||||
type: ClusterIP
|
||||
selector:
|
||||
app: llm-dependency-deploy
|
||||
ports:
|
||||
- name: service
|
||||
port: 3006
|
||||
targetPort: 80
|
||||
|
||||
---
|
||||
apiVersion: apps/v1
|
||||
kind: Deployment
|
||||
metadata:
|
||||
name: audioqna-backend-server-deploy
|
||||
namespace: default
|
||||
spec:
|
||||
replicas: 1
|
||||
selector:
|
||||
matchLabels:
|
||||
app: audioqna-backend-server-deploy
|
||||
template:
|
||||
metadata:
|
||||
annotations:
|
||||
sidecar.istio.io/rewriteAppHTTPProbers: 'true'
|
||||
labels:
|
||||
app: audioqna-backend-server-deploy
|
||||
spec:
|
||||
topologySpreadConstraints:
|
||||
- maxSkew: 1
|
||||
topologyKey: kubernetes.io/hostname
|
||||
whenUnsatisfiable: ScheduleAnyway
|
||||
labelSelector:
|
||||
matchLabels:
|
||||
app: audioqna-backend-server-deploy
|
||||
hostIPC: true
|
||||
containers:
|
||||
- envFrom:
|
||||
- configMapRef:
|
||||
name: audio-qna-config
|
||||
image: opea/audioqna:latest
|
||||
imagePullPolicy: IfNotPresent
|
||||
name: audioqna-backend-server-deploy
|
||||
args: null
|
||||
ports:
|
||||
- containerPort: 8888
|
||||
serviceAccountName: default
|
||||
---
|
||||
kind: Service
|
||||
apiVersion: v1
|
||||
metadata:
|
||||
name: audioqna-backend-server-svc
|
||||
spec:
|
||||
type: NodePort
|
||||
selector:
|
||||
app: audioqna-backend-server-deploy
|
||||
ports:
|
||||
- name: service
|
||||
port: 3008
|
||||
targetPort: 8888
|
||||
nodePort: 30666
|
||||
@@ -96,12 +96,12 @@ fi
|
||||
|
||||
case "$1" in
|
||||
install_AudioQnA)
|
||||
pushd AudioQnA/kubernetes/intel/hpu/gaudi/gmc
|
||||
pushd AudioQnA/kubernetes/gmc
|
||||
install_audioqa
|
||||
popd
|
||||
;;
|
||||
validate_AudioQnA)
|
||||
pushd AudioQnA/kubernetes/intel/hpu/gaudi/gmc
|
||||
pushd AudioQnA/kubernetes/gmc
|
||||
validate_audioqa
|
||||
popd
|
||||
;;
|
||||
|
||||
@@ -96,12 +96,12 @@ fi
|
||||
|
||||
case "$1" in
|
||||
install_AudioQnA)
|
||||
pushd AudioQnA/kubernetes/intel/cpu/xeon/gmc
|
||||
pushd AudioQnA/kubernetes/gmc
|
||||
install_audioqa
|
||||
popd
|
||||
;;
|
||||
validate_AudioQnA)
|
||||
pushd AudioQnA/kubernetes/intel/cpu/xeon/gmc
|
||||
pushd AudioQnA/kubernetes/gmc
|
||||
validate_audioqa
|
||||
popd
|
||||
;;
|
||||
|
||||
Reference in New Issue
Block a user