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Correct README: 512-d shared space, fix package import + GitHub URL, fill in verified eval numbers
Fixes from end-to-end reproducer validation (zinagoodlab/spatialwhisperer PR #1):
- shared embedding dim: 2048 -> 512 (2048 was the pooled BioBERT feature dim, not the projected shared space)
- code example: from spatialwhisperer import load_spatialwhisperer_model (was cellwhisperer.utils.model_io.load_cellwhisperer_model, pre-rename)
- GitHub URL: zinagoodlab/spatialwhisperer (was Good-Lab, which is the HF org only)
- removed reference to non-existent examples/zero_shot_celltype.py
- dropped "private repo access" framing + pass api_keys/huggingface_write shell example
- evaluation table: filled in Lizard (0.764) and PanNuke (0.689) AUROCs with verified-reproduced numbers; dropped the suspect +XX% column (baseline comparisons live in the paper)
- ckpt size: ~530 MB (was ~505 MB)
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Fix citation: correct title, full author list, OpenReview URL
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Initial migration from moritzschaefer/spatialwhisperer (analysis e48e9670)
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initial commit
