Step 1
Define your strict domain (e.g., Medical Triage)
← Back to toolsDeveloper
Model Distill Prompter
Generate multi-step prompts to compress the knowledge of a huge LLM (like GPT-4) to create training datasets for a smaller open-source model.
Step 2
Generate the 'Teacher Model' reasoning prompt
Step 3
Extract the chain-of-thought steps into a JSON schema
How to Use Model Distill Prompter
Create high-quality synthetic data to train small, cheap models.
- 1Define your strict domain (e.g., Medical Triage)
- 2Generate the 'Teacher Model' reasoning prompt
- 3Extract the chain-of-thought steps into a JSON schema
- 4Use the output to fine-tune a Llama 3 8B model
Who Is Model Distill Prompter For?
For AI developers moving from expensive APIs to local fine-tuned models.
AI Engineers
Lower inference costs significantly
Startups
Build defensible, proprietary small models
Frequently Asked Questions
Is this legal?▼
Model distillation policies vary by API provider. Always check the Terms of Service for models like GPT-4 or Claude before using their outputs for training.