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 27, 2026 - Python