A complete step-by-step guide for training your very own Language Model.
Using ChatGPT is nice - but what about Data Privacy and costs?
Training your own LLM is not as complex as you might think and can save you costs on a massive scale. Even more, running your own LLM puts you back in the drivers seat of your AI operation.
- Discover why you want to train your own Language Model
- Learn the basics about 'Transfer Learning' - a process of efficiently fine-tuning pre-trained models
- Find the best base models to use for your fine-tuning efforts
- Learn how to create a powerful training dataset without investing thousands of hours and dollars
- Get a step-by-step guide on how to prepare and run an LLM fine-tuning training process - on a single GPU
By the end of the guide, you’ll have all the confidence and knowledge you need to start your own LLM fine-tuning experiments and production projects.