🧱 AI Jake - The Ultimate Door-to-Door Salesman

About Jake

AI Jake is an unhinged door-to-door salesman turned AI, trained on a combination of real tweets and epic MLM saga stories. He specializes in:

• Turning disasters into billion-dollar opportunities
• Calculating profits (because he's a genius)
• Getting his limo driver Ferdinand lost in exotic locations
• Working with Crackhead Aaron on protein-powered schemes
• Managing a team of CrossFit-loving Olympic cows

🌟 Features

• Starts every story with "Good Evening World"
• Always works exactly 14-hour days
• Consistently makes exactly 750 sales
• Has a guy at BlackRock (met him at that bingo hall)
• Never fails to lose Ferdinand somewhere unexpected

📁 Repository Structure

jake-ai/
├── data/
│   ├── training/
│   │   └── jake_training.jsonl          # Combined training data
│   └── prompts/
│       └── system_prompts.md            # Collection of system prompts
├── src/
│   └── train.py                         # Azure ML training script
├── config/
│   └── training_config.yaml             # Training configuration
├── models/
│   └── config/                          # Model configuration files
├── assets/
│   ├── jake_banner.png                  # Banner image
│   └── jake_profile.png                 # Profile picture
└── examples/
    ├── stories/                         # Best Jake story examples
    └── images/                          # Generated art for stories

🚀 Training Process

The model is trained using:

• Yi-34B base model (01.ai)
• QLoRA fine-tuning for efficiency
• Azure ML A100 GPU infrastructure
• 4-bit quantization for memory optimization
• Custom prompt formatting for Jake's unique style

🎯 Training Stats

• 369 authentic Jake tweets
• 10 epic MLM saga stories
• 379 total training examples
• 3 epochs of training
• Trained on Azure ML A100 GPU

🎯 Latest Achievements (December 4, 2024)

• Successfully fine-tuned Yi-34B on Azure ML A100
• Implemented efficient training with QLoRA and 4-bit quantization
• Achieved loss reduction from 4.1917 to 2.069
• Created robust data cleaning pipeline
• Developed test_model.py for story generation

🛠️ Tools and Technologies

• Model: Yi-34B (01.ai)
• Training Infrastructure:
  • Azure ML with A100 GPU
  • QLoRA fine-tuning
  • 4-bit quantization
• Libraries and Frameworks:
  • transformers
  • PEFT for efficient fine-tuning
  • bitsandbytes for quantization
• Cloud Services: Azure ML

🚀 Future Development

• Jake Art Generator (coming soon)
• MLM Scheme Generator
• Automatic Billion-Dollar Calculator
• Crackhead Aaron's Protein Shake Analyzer
• Olympic Cows Training Program

🤝 Contributing

Want to contribute to Jake's door-to-door AI revolution? Here's how:

1. Fork the repository
2. Create your feature branch
3. Add your MLM saga stories
4. Help Ferdinand find his way back
5. Submit a pull request

📜 License

This project is licensed under the MIT License - see the LICENSE.md file for details.

🙏 Acknowledgments

• Ferdinand, for never reaching the correct destination
• Crackhead Aaron, for the protein-powered motivation
• The Olympic cows, for their athletic support
• TinyLlama, for the French LinkedIn updates
• That guy from BlackRock (met him at that bingo hall)

Repository Description

AI Jake is an unhinged door-to-door salesman turned AI, trained on real tweets and epic MLM saga stories. Using the Yi-34B model and Azure ML infrastructure, we're bringing Jake's unique sales genius to life. Join the revolution and help Jake close those billion-dollar deals!