QaDoPL

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.

QaDoPL

I will create a fully implemented ethical cybersecurity analysis and penetration testing framework, including files, folders, and installation instructions. This will cover:

• Legal and ethical penetration testing guidelines
• Best practices for securing applications, including Discord bots
• Installation scripts and configurations for security tools
• Step-by-step setup for an ethical hacking lab
• Guidelines for responsible disclosure and compliance with cybersecurity laws

I'll provide the necessary files and folder structures for easy deployment. I'll update you once it's ready.