Publish-ready model card; remove intermediate checkpoints

#1

New README with results, quickstart, use cases and limitations; charts under assets/; end-to-end T4 latency results; removes the 9 intermediate checkpoints under runs/ (kept in git history).

henilchopada changed pull request status to merged

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