Welcome to the CortexGPT documentation! This directory contains all technical documentation, guides, and development notes for the project.
- Training Guide - Complete guide for training CortexGPT with optimized settings
- Training Optimization - Performance optimization techniques and troubleshooting
- Learning Rate Fix - Detailed explanation of learning rate issues and solutions
- Architecture Overview - High-level architecture and design principles
- Training Tips - Practical tips and best practices for training
- Project Status - Current project status and completed features
- Phase 1 Summary - Phase 1 stability improvements documentation
- Fixes Summary - Summary of all major fixes and improvements
- Memory Instability Analysis - Analysis of memory system instabilities
- Mathematical Instability Proof - Mathematical proof of instability issues
- Stability Solutions - Proposed solutions for stability problems
- Memory Architectures Analysis - Comparative analysis of memory architectures
- Start with the Training Guide
- Check Architecture Overview for understanding the model
- Read Training Tips for best practices
- Review Project Status for current state
- Check Fixes Summary for recent changes
- Understand stability improvements in Phase 1 Summary
- Explore Technical Analysis directory for in-depth research
- Review mathematical proofs and stability analysis
- Compare with other memory-augmented architectures
| Document | Status | Last Updated | Purpose |
|---|---|---|---|
| Training Guide | ✅ Active | 2025-01 | Primary user guide |
| Training Optimization | ✅ Active | 2025-01 | Performance tuning |
| Learning Rate Fix | ✅ Active | 2025-01 | Issue resolution |
| Project Status | ✅ Active | 2025-01 | Progress tracking |
| Architecture | 📝 Draft | 2024 | Design overview |
| Technical Analyses | 🔬 Research | 2024 | Research notes |
When adding new documentation:
- Place user guides in
guides/ - Place development notes in
development/ - Place research/analysis in
technical/ - Update this README with links to new documents