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## Model Type
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Geometric embedding field (non-neural, transformer-free)
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## Parameter Size
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~165M embedding parameters (static matrix)
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## Intended Use
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- Semantic similarity
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- Lightweight retrieval
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- Geometric experimentation
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## Limitations
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- No contextual modeling
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- No token interaction modeling
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- Domain performance varies
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