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Point demo link at Cloud Run deployment

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@@ -29,7 +29,7 @@ canonical occupation taxonomy** (ESCO + O*NET), framed as retrieval over 4,055 c
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  occupations. ~2.5× smaller and faster than the e5-base variant at a modest accuracy cost —
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  the right choice for CPU serving and bulk backfills.
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- **Live demo:** [Misbahuddin/job-title-normalizer](https://huggingface.co/spaces/Misbahuddin/job-title-normalizer)
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  ## Results
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  occupations. ~2.5× smaller and faster than the e5-base variant at a modest accuracy cost —
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  the right choice for CPU serving and bulk backfills.
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+ **Live demo:** <https://job-title-normalizer-525186107937.us-central1.run.app> (Cloud Run; may cold-start ~1 min)
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  ## Results
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