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The initial experiment used a small prompt corpus of approximately 250 prompts; its exact train/validation/test breakdown will be documented with the checkpoint. Early side-by-side generations suggest that the projected encoder can preserve recognizable subjects, artistic styles, and some text-rendering behavior. These are **qualitative, preliminary observations**, not a claim of parity with the original encoder.
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Further experiments will explore larger, more diverse calibration corpora, held-out evaluation, and improvements to feature alignment.
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