A tutorial on fine-tuning DeepSeek R1 for medical applications and integrating DSPy for reinforcement learning.
This tutorial will be structured for AI/ML engineers and medical professionals, covering:
- Introduction: Overview of DeepSeek R1 and DSPy in medical AI.
- Features & Benefits: Key advantages of this approach.
- Warnings & Considerations: Potential risks and limitations.
- Installation & Setup: Environment configuration and dependencies.
- Dataset Preparation: Selecting and formatting medical datasets.
- Fine-tuning DeepSeek R1: Using LoRA with Unsloth for efficient training.