How to clear Git Actions Workflow job pending queue in bulk for a Workflow ?

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I have a Git Actions Workflow where the triggering is
on:
workflow_dispatch:

However since the runner went down, now we have over 80+ jobs queued and waiting to get processed
Workflow Deploy log shows

DeployOnTarget
Started 3h 26m 45s ago
Requested labels: flex-db
Job defined at: OCIApps/TechOpsCICD/.github/workflows/BKR_DbDeployNonERP_Batch.yml@refs/heads/master
Waiting for a runner to pick up this job...
Job is about to start running on the runner: flex-db_1 (repository)

However the runner after starting up shows a Status of Active.
Yet the queue seems to be stuck.

Question
How do we clear this queue and cancel all the Queued jobs ?
There are like 80+ jobs queued for the same workflow

ps: I know we can cancel the jobs one by one, but that is a tedious process.