ModelForge Documentation¶
Welcome to the comprehensive documentation for ModelForge v2.0 - A no-code toolkit for fine-tuning Large Language Models on your local GPU.
📚 Documentation Index¶
Getting Started¶
- Quick Start Guide - Get up and running in 5 minutes
- What's New in v2.0 - Major features and improvements
Installation & Setup¶
- Windows Installation - Complete setup guide for Windows users
- Native Windows setup and limitations
- WSL setup for full feature support
- Docker with NVIDIA Container Toolkit
- Linux Installation - Setup guide for Linux
- Post-Installation Setup - Initial configuration steps
Configuration & Usage¶
- Configuration Guide - Detailed configuration options
- Dataset Formats - Preparing your training data
- Training Tasks - Text generation, summarization, Q&A
- Hardware Profiles - Optimizing for your GPU
Providers¶
- Provider Overview - Understanding model providers
- HuggingFace Provider - Standard HuggingFace models
- Unsloth Provider - 2x faster training with Unsloth
- Adding Custom Providers - Extend with new providers
Training Strategies¶
- Strategy Overview - Understanding training strategies
- Supervised Fine-Tuning (SFT) - Standard LoRA fine-tuning
- QLoRA Strategy - Memory-efficient quantized training
- RLHF Strategy - Reinforcement Learning from Human Feedback
- DPO Strategy - Direct Preference Optimization
- Adding Custom Strategies - Extend with new strategies
API Reference¶
- REST API Documentation - Complete API endpoints
- Training Configuration Schema - Configuration options
- Response Formats - API response structures
Troubleshooting & FAQs¶
- Common Issues - Frequently encountered problems
- Windows-Specific Issues - Windows troubleshooting
- FAQ - Frequently asked questions
- Performance Optimization - Getting the best performance
Contributing¶
- Contributing Guide - How to contribute
- Development Setup - Setting up development environment
- Architecture Overview - Understanding the codebase
- Model Configurations - Adding model recommendations
🔗 Quick Links¶
- Quick Start - Start here if you're new to ModelForge
- Windows Setup - Essential for Windows users
- Configuration Guide - Learn all configuration options
- Troubleshooting - Having problems? Check here first
📖 External Resources¶
💡 Need Help?¶
- Check the FAQ for quick answers
- Search existing issues on GitHub
- Ask a question in Discussions
- Report bugs via GitHub Issues
ModelForge v2.0 - Making LLM fine-tuning accessible to everyone.