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[record] val_bpb=1.1716 — DEQ Universal Transformer + Seed-LoRA + Mixture of Depths #1783

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[record] val_bpb=1.1716 — DEQ Universal Transformer + Seed-LoRA + Mixture of Depths #1783

docs: rewrite README with run instructions, clean framing, remove SOT…
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