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cognica 's Collections
Product of Experts as Scalable Local Learning (Per-Stage)
Product of Experts as Scalable Local Learning

Product of Experts as Scalable Local Learning (Per-Stage)

updated 24 days ago

Product of Experts (PoE) replaces backprop's global state with local learning, validated at 1.5B across five modularity axes.

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  • cognica/Cognica-PoE-v1.0-3B-base

    Text Generation • 3B • Updated 30 days ago • 252

  • cognica/Cognica-PoE-v1.0-3B-base-continual-learning

    Text Generation • 3B • Updated 19 days ago • 1.82k • 5

  • cognica/Cognica-PoE-v1.0-1.5B-base

    Text Generation • 2B • Updated 24 days ago • 89
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