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[AQUA] Time series forecasting model support #1220

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@kumar-shivam-ranjan kumar-shivam-ranjan commented Jul 4, 2025

Description

This PR is intended to add support for time series forecasting model in AQUA. Example model : https://huggingface.co/ibm-granite/granite-timeseries-ttm-r1

Related PRs

https://bitbucket.oci.oraclecorp.com/projects/ODSC/repos/service-managed-containers/pull-requests/357/overview

Test Results

Screenshot 2025-07-07 at 1 03 25 PM

@oracle-contributor-agreement oracle-contributor-agreement bot added the OCA Verified All contributors have signed the Oracle Contributor Agreement. label Jul 4, 2025
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github-actions bot commented Jul 4, 2025

📌 Cov diff with main:

Coverage-0%

📌 Overall coverage:

Coverage-18.76%

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github-actions bot commented Jul 7, 2025

📌 Cov diff with main:

Coverage-100%

📌 Overall coverage:

Coverage-58.21%

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github-actions bot commented Jul 7, 2025

📌 Cov diff with main:

Coverage-66%

📌 Overall coverage:

Coverage-58.20%

@@ -214,6 +218,13 @@ def create(
freeform_tags=freeform_tags,
defined_tags=defined_tags,
)
if (
aqua_model.freeform_tags.get(Tags.TASK, UNKNOWN)
== ModelTask.TIME_SERIES_FORECASTING
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Can we add this TASK variable available for all kinds of models? Any harm in doing so? It will simplify the code and likely be needed in the future for other models as well.

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task is already available for all models as free-form tags , not just for granite models.

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github-actions bot commented Jul 8, 2025

📌 Cov diff with main:

Coverage-75%

📌 Overall coverage:

Coverage-58.21%

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github-actions bot commented Jul 8, 2025

📌 Cov diff with main:

Coverage-75%

📌 Overall coverage:

Coverage-58.21%

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