LOTUS / README.md

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  1. Card: LOTUS logo banner under the title

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  2. Update README.md

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  3. Update README.md

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  4. Update README.md

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  5. Card: low-level quickstart uses LotusModel

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  6. Card: Training data section from the paper (Phase 1 corpora + synthetic corpus Table 5, Phase 2 five datasets)

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  7. Card: Use it shows both input cases with the exact series and verified outputs

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  8. Card: three-line 'Use it' quickstart via load_lotus

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  9. Update README.md

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  10. Try-it: tutorial notebook now runs the LOTUS checkpoint only

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  11. Point Try-it at the Colab tutorial (Space hosting needs PRO)

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  12. Model card: LOTUS (forecast grounding) from the paper; results, quickstart, demo link

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  1. Document Lotus: mechanism, evaluation instructions, mirrored eval script; drop legacy artifact

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  2. Rename to Lotus in README

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  3. Document the soft-prompt (ours) checkpoint

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