Prajna-V2
CRNGemma LicenseZero-Hallucination Cognitive Resonance Network
Prajna-V2 CRN is a zero-hallucination cognitive resonance network. Operates across Adapter Size: 6.7M parameters · Backbone: Gemma-4-E2B (frozen) · Memory: 17,810-entry EpisodicMemory · Fact Recall: 100% exact · Hardware: Apple Silicon · MPS · License: Gemma License. License: Gemma License.
Cognitive Resonance Network adapter on frozen Gemma-4. Memory-augmented generation with EpisodicMemory retrieval table achieving 100% exact factual recall. Zero hallucination on verifiable facts. Runs on Apple Silicon via MPS.
- ✓100% exact recall on verifiable factual queries
- ✓100% accuracy on arithmetic tasks
- ✓Only 6.7M trainable parameters (frozen backbone)
- ✓Provisional patent filed for CRN architecture
Cite this Model & Architecture
If you utilize Prajna-V2 in your academic research, benchmarks, or enterprise deployments, please cite our open-weight publication:
@misc{eulogik2026prajnav2,
title = {Prajna-V2 CRN: Zero-Hallucination Cognitive Resonance Network},
author = {Kishore, Gautam and Eulogik Systems Engineering},
year = {2026},
publisher = {Eulogik},
howpublished = {\url{https://eulogik.com/models/prajna-v2}}
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