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Mlflow eval - #26

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EoghanOConnor wants to merge 1 commit into
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EoghanOConnor:mlflow_eval
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Mlflow eval#26
EoghanOConnor wants to merge 1 commit into
redhat-et:mainfrom
EoghanOConnor:mlflow_eval

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@EoghanOConnor

@EoghanOConnor EoghanOConnor commented Apr 1, 2026

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Includes PR #14 (to allow for testing while its in WIP)
MLFlow Eval loads annotator.json files from jumpbox
Then logs this info onto MLFlow
These can be viewed in evaluation runs under the experiment name that was set.

Needs to include the Human expectations.

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@jerry-ng2 jerry-ng2 left a comment

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Are there any examples on the jumpbox?

Comment on lines +21 to +29
Load annotation_draft.json for a given job_id.

Args:
job_id: Job ID to load annotation for

Returns:
Annotation dict if successful, None on failure
"""
annotation_file = Path(".analysis") / job_id / "annotation_draft.json"

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should be annotation.json

@jerry-ng2

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There should be a condition that checks if an eval already exists for a certain job_id. wdyt? Maybe look into mlflow.search_runs

@EoghanOConnor EoghanOConnor changed the title [WIP] Mlflow eval Mlflow eval Apr 16, 2026
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