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ruvector/examples/ruvLLM/docs/SONA
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rUv 5bad08c6a3 feat(sona): Add SONA self-optimizing neural architecture 
Implement complete SONA system with:
- LoRA-Ultra: Adaptive low-rank adaptation for efficient fine-tuning
- Learning Loops: Instant, background, and coordinated learning modes
- EWC++: Enhanced elastic weight consolidation for continual learning
- ReasoningBank: Trajectory storage with verdict-based learning
- WASM bindings for browser deployment
- N-API bindings for Node.js integration
- Comprehensive documentation and benchmarks

New crate: crates/sona with full implementation
Integration: examples/ruvLLM with SONA module
NPM package: npm/packages/sona for JavaScript bindings

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-12-03 04:36:48 +00:00
..
00-OVERVIEW.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00
01-LORA-ULTRA.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00
02-LEARNING-LOOPS.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00
03-EWC-PLUS-PLUS.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00
04-REASONINGBANK.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00
05-MEMORY-DREAMS.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00
06-COMPONENTS.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00
07-IMPLEMENTATION.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00
08-BENCHMARKS.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00
09-API-REFERENCE.md feat(sona): Add SONA self-optimizing neural architecture 2025-12-03 04:36:48 +00:00