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  license: mit
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  # GeoLIP Constellation Core
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  **91.5% CIFAR-10 with 1.6M parameters. 10 seconds per epoch. No attention.**
 
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  license: mit
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+ # GeoLIP Constellation Prototype V11
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+ The core now houses a nearly perfect preservation of geometric structure through a series of cycles, perfectly preserving the signal through downstream relay.
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+ When combined with dual-stream processing, this should preserve the entire constellation embedding array to an indefinite depth.
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  # GeoLIP Constellation Core
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  **91.5% CIFAR-10 with 1.6M parameters. 10 seconds per epoch. No attention.**