CHANGELOG.md

Changelog

All notable changes to OktoEngine will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

---

[0.1.0] - 2025-01-XX

Added

Core Features

• Initial release of OktoEngine CLI
• Complete OktoScript parser with full grammar support
• Training pipeline execution
• Model evaluation and export
• System diagnostics and environment checking

CLI Commands

• okto init - Initialize new OktoScript projects
• okto validate - Validate OktoScript files
• okto train - Train models from OktoScript
• okto eval - Evaluate trained models
• okto export - Export models to multiple formats
• okto list - List projects, models, and datasets
• okto doctor - System diagnostics
• okto doctor --install - Automatic dependency installation
• okto upgrade - Automatic engine updates
• okto about - Show engine information

Features

• Debug mode - Comprehensive debug logging via --debug flag
• Automatic dependency management - Installs missing dependencies
• HuggingFace integration - Automatic model downloading
• Multi-format export - Support for OKM, ONNX, GGUF, SafeTensors
• Real-time metrics - Training progress and metrics in terminal
• Error handling - Detailed error messages with troubleshooting tips
• Cross-platform support - Windows, Linux, macOS

Training Capabilities

• Full fine-tuning support
• LoRA fine-tuning support
• Automatic checkpoint management
• Mixed precision training (FP16/BF16)
• Automatic device selection (CPU/GPU)
• Gradient accumulation
• Memory optimization

System Features

• GPU detection and utilization
• CUDA support detection
• RAM and CPU monitoring
• Runtime environment checking
• Dependency verification
• Automatic updates via GitHub Releases

Documentation

• Complete CLI reference
• Getting started guide
• Debug mode guide
• FAQ with common questions
• Example projects and configurations

Technical Details

• Built with Rust for performance and reliability
• Professional CLI interface with intuitive commands
• Robust error handling and validation
• Comprehensive logging system
• Cross-platform binary releases

---

[Unreleased]

Planned Features

• Integration with OktoSeek IDE
• Visual training dashboard
• Advanced monitoring and telemetry
• Multi-GPU training support
• Distributed training support
• Model serving capabilities
• API server mode
• Web dashboard interface

---

Version History

• 0.1.0 (2025-01-XX) - Initial release

---

For detailed information about each version, see the GitHub Releases page.

---

Copyright © 2025 OktoSeek AI. All rights reserved.