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
- 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
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
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
- 369 authentic Jake tweets
- 10 epic MLM saga stories
- 379 total training examples
- 3 epochs of training
- Trained on Azure ML A100 GPU
- 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
- 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
- Jake Art Generator (coming soon)
- MLM Scheme Generator
- Automatic Billion-Dollar Calculator
- Crackhead Aaron's Protein Shake Analyzer
- Olympic Cows Training Program
Want to contribute to Jake's door-to-door AI revolution? Here's how:
- Fork the repository
- Create your feature branch
- Add your MLM saga stories
- Help Ferdinand find his way back
- Submit a pull request
This project is licensed under the MIT License - see the LICENSE.md file for details.
- 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)
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!