Remove unsupported num_samples from README examples

Fix README installation link to search-over-tokens

Update README sections and remove deprecated checkpoint/base_model fields

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

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Revert config: restore 768-dim 12-block config (correct architecture for checkpoint)

Fix config.yaml: restore correct architecture (embed_dim=1920, num_blocks=30, num_heads=30)

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initial commit