40 lines
936 B
YAML
40 lines
936 B
YAML
|
$schema: https://azuremlschemas.azureedge.net/latest/managedOnlineDeployment.schema.json
|
||
|
|
name: bloom-deployment
|
||
|
|
endpoint_name: bloom-inference
|
||
|
|
model:
|
||
|
|
name: bloom
|
||
|
|
path: ./bloom
|
||
|
|
model_mount_path: /var/azureml-model
|
||
|
|
environment_variables:
|
||
|
|
MODEL_BASE_PATH: /var/azureml-model/bloom
|
||
|
|
MODEL_NAME: bigscience/bloom
|
||
|
|
NUM_GPUS: 8
|
||
|
|
environment:
|
||
|
|
image: db4c2190dd824d1f950f5d1555fbadf0.azurecr.io/text-generation:0.1
|
||
|
|
inference_config:
|
||
|
|
liveness_route:
|
||
|
|
port: 3000
|
||
|
|
path: /health
|
||
|
|
readiness_route:
|
||
|
|
port: 3000
|
||
|
|
path: /health
|
||
|
|
scoring_route:
|
||
|
|
port: 3000
|
||
|
|
path: /generate
|
||
|
|
instance_type: Standard_ND96amsr_A100_v4
|
||
|
|
request_settings:
|
||
|
|
request_timeout_ms: 90000
|
||
|
|
liveness_probe:
|
||
|
|
initial_delay: 300
|
||
|
|
timeout: 20
|
||
|
|
period: 60
|
||
|
|
success_threshold: 1
|
||
|
|
failure_threshold: 60
|
||
|
|
readiness_probe:
|
||
|
|
initial_delay: 300
|
||
|
|
timeout: 20
|
||
|
|
period: 60
|
||
|
|
success_threshold: 1
|
||
|
|
failure_threshold: 60
|
||
|
|
instance_count: 1
|