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[AQUA] Time series forecasting model support #1220

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Merged
merged 8 commits into from
Jul 9, 2025
Merged

[AQUA] Time series forecasting model support #1220

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6be0bc1
Adding time series forecasting model deployment
kumar-shivam-ranjan Jul 4, 2025
a730211
Merge branch 'main' into feature/forecasting-model-deployments
kumar-shivam-ranjan Jul 7, 2025
85bbd20
Updating dict update func
kumar-shivam-ranjan Jul 7, 2025
49f82b4
Updating check
kumar-shivam-ranjan Jul 7, 2025
1bba8e7
Adding generic check for task tag
kumar-shivam-ranjan Jul 8, 2025
66eb667
Adding generic check for task tag
kumar-shivam-ranjan Jul 8, 2025
759e6c3
Merge branch 'main' into feature/forecasting-model-deployments
kumar-shivam-ranjan Jul 9, 2025
3383bca
Merge branch 'main' into feature/forecasting-model-deployments
kumar-shivam-ranjan Jul 9, 2025
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1 change: 1 addition & 0 deletions ads/aqua/model/constants.py
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Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,7 @@ class ModelTask(ExtendedEnum):
TEXT_GENERATION = "text-generation"
IMAGE_TEXT_TO_TEXT = "image-text-to-text"
IMAGE_TO_TEXT = "image-to-text"
TIME_SERIES_FORECASTING = "time-series-forecasting"


class FineTuningMetricCategories(ExtendedEnum):
Expand Down
14 changes: 13 additions & 1 deletion ads/aqua/modeldeployment/deployment.py
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Expand Up @@ -48,7 +48,11 @@
)
from ads.aqua.data import AquaResourceIdentifier
from ads.aqua.model import AquaModelApp
from ads.aqua.model.constants import AquaModelMetadataKeys, ModelCustomMetadataFields
from ads.aqua.model.constants import (
AquaModelMetadataKeys,
ModelCustomMetadataFields,
ModelTask,
)
from ads.aqua.model.utils import (
extract_base_model_from_ft,
extract_fine_tune_artifacts_path,
Expand Down Expand Up @@ -215,6 +219,14 @@ def create(
freeform_tags=freeform_tags,
defined_tags=defined_tags,
)
task_tag = aqua_model.freeform_tags.get(Tags.TASK, UNKNOWN)
if (
task_tag == ModelTask.TIME_SERIES_FORECASTING
or task_tag == ModelTask.TIME_SERIES_FORECASTING.replace("-", "_")
):
create_deployment_details.env_var.update(
{Tags.TASK.upper(): ModelTask.TIME_SERIES_FORECASTING}
)
return self._create(
aqua_model=aqua_model,
create_deployment_details=create_deployment_details,
Expand Down
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