Update aml deployment

This commit is contained in:
Olivier Dehaene 2022-10-17 10:39:59 +02:00
parent bcb53903b8
commit 00e6ce44b1
4 changed files with 9 additions and 4 deletions

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@ -2,6 +2,7 @@
docker build . -t db4c2190dd824d1f950f5d1555fbadf0.azurecr.io/text-generation:0.1
docker push db4c2190dd824d1f950f5d1555fbadf0.azurecr.io/text-generation:0.1
az ml model create -f model.yaml -g HuggingFace-BLOOM-ModelPage -w HuggingFace
az ml online-endpoint create -f endpoint.yaml -g HuggingFace-BLOOM-ModelPage -w HuggingFace
az ml online-deployment create -f deployment.yaml -g HuggingFace-BLOOM-ModelPage -w HuggingFace
```

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@ -1,9 +1,7 @@
$schema: https://azuremlschemas.azureedge.net/latest/managedOnlineDeployment.schema.json
name: bloom-deployment
endpoint_name: bloom-inference
model:
name: bloom
path: ./bloom
model: azureml:bloom:1
model_mount_path: /var/azureml-model
environment_variables:
MODEL_BASE_PATH: /var/azureml-model/bloom
@ -24,6 +22,7 @@ environment:
instance_type: Standard_ND96amsr_A100_v4
request_settings:
request_timeout_ms: 90000
max_concurrent_requests_per_instance: 256
liveness_probe:
initial_delay: 300
timeout: 20

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@ -1,3 +1,3 @@
$schema: https://azuremlsdk2.blob.core.windows.net/latest/managedOnlineEndpoint.schema.json
name: bloom-inference
auth_mode: aml_token
auth_mode: key

5
aml/model.yaml Normal file
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@ -0,0 +1,5 @@
$schema: https://azuremlschemas.azureedge.net/latest/model.schema.json
name: bloom
version: 1
path: ./bloom
type: custom_model