Generative AI

Industrial insight and articles from Winder.AI, focusing on the topic Generative AI

ChatGPT from Scratch: How to Train an Enterprise AI Assistant

Published: Nov 7, 2023
Author: Dr. Phil Winder
CEO

This is a video of a presentation investigating how large language models are built and how to use them, inspired by our large language model consulting work. First presented at GOTO Copenhagen in 2023, the video investigates the history, the technology, and the use of large language models. The demo at the end is borderline cringe, but it’s a fun and demonstrates how you would fine-tune a language model on your proprietary data.

Fine-tune a Quantized Large Language Model on a Single GPU (Falcon-7B)

Published: Oct 4, 2023
Author: Dr. Phil Winder
CEO

This notebook demonstrates how to fine-tune a state-of-the-art large language model (LLM) on a single GPU. This example uses Falcon-7B because it is Apache licensed. The data used in this notebook is for informational purposes only, do not use this data unless you have licensed it.

Announcing Stable Audio: A Generative AI Music Service

Published: Sep 13, 2023
Author: Dr. Phil Winder
CEO

We’re pleased to announce the release of Stable Audio, a new generative AI music service. Stable Audio is a collaboration between Stability AI and Winder.AI that leverages state-of-the-art audio diffusion models to generate high-quality music from a text prompt.