Edge 327: A New Series About Fine-Tuning Foundation Models

Methods, research and frameworks and everything you need to know to fine-tune foundation models.

Created Using Midjourney

In this Issue:

1. An intro to our series about fine-tuning foundation models.

2. A review of Meta AI’s LIMA paper that shows astonishing examples of the vlaue proposition of model fine-tuning.

3. An overview of H2O.ai’s LLM Studio for fine-tuning models.

💡 ML Concept of the Day:  A New Series About Fine-Tuning Foundation Models

Coming out of our longest and most successful series about new techniques in foundation models, we thought it might be a good idea to deep dive into some of those methods. Today, we are starting a new series about maybe the most popular technique associated with the customization of foundation models: fine-tuning. We will review state-of-the-art research and technology associated with this emerging areas in the foundation model space.

What is fine-tuning and why its required?