Practical AI Techniques: LLM Fine-Tuning and Generative Models

Introduction

The LLM and Generative Models Community is an AI-focused tutorial platform designed to help users understand and implement various techniques in the field of machine learning and generative models. This community offers resources on:

• LoRA/Qlora LLM fine-tuning: Learn how to fine-tune large language models effectively.
• Training GPT-2 from scratch: Step-by-step guidance on building and training your own GPT-2 model.
• Generative Model Architecture: Explore different architectures used in generative modeling.
• Content Safety and Control Implementation: Understand how to implement safety measures in AI-generated content.
• Model Distillation Techniques: Learn about distilling large models into smaller, more efficient ones.
• Dreambooth Techniques: Discover how to personalize models using Dreambooth.
• Transfer Learning: Gain insights into leveraging pre-trained models for new tasks.

This community is ideal for practitioners looking to enhance their skills with real-world projects and applications in AI.