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Improve model card metadata and description (#1)

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Tighten spacing: drop section HRs; convert figure prose to captions

Center Model/Params/Weights columns; non-breaking space in latency values

Add checkpoint size (fp32 weights) column to Available Checkpoints

Drop block-decoding column from Available Checkpoints

Use non-breaking hyphens in Model column to stop unwanted line breaks

Reorder sections: frontload Performance + Quick Start

Refresh model card: add Pareto + architecture figures, TIME metrics, latency table

Restore README.md (revert accidental overwrite from PyTorchModelHubMixin push)

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Remove size-specific description from preamble

Remove BOOM dataset tag

Remove Toto 1.0 citation

Add architecture diagram

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