memory-augmented-generation

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eulogik / prajna

Prajna — on-device memory-augmented reasoning: a 6.7M Cognitive Resonance Network inside frozen Gemma 4 E2B. Passes CEHRI 60/60 via retrieval memory, 91.7% on unseen reworded exams. Trained on a Mac Mini M4, no GPU, no API.

pytorch gemma episodic-memory mac-mini edge-ai on-device-ai apple-silicon retrieval-augmented parameter-efficient-fine-tuning small-language-model memory-augmented-generation llm-adapter cognitive-resonance-network cehri

Updated Aug 13, 2026
Python

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