Build Your Own GPT: Class Intro
- Generative AI
- H2O Cascade
This lesson introduces the fifth module of the course, which walks through building your own large language model from a local, private setup through fine-tuning. It previews a first video on hosting an open-source GPT model locally so it runs without needing an internet connection, followed by a guide to fine-tuning that model using H2O LLM Studio, a no-code, open-source tool. It sets expectations for a hands-on assignment at the end of the module, where learners build their own GPT model with some guidance but not a full worked answer. It hands off to the presenter of the next video for the local hosting walkthrough.
Key takeaways
- What the fifth module covers, from hosting a private GPT locally through fine-tuning it yourself
- Why hosting a GPT model locally means it can run without needing an internet connection
- How H2O LLM Studio's no-code interface is used to fine-tune the model built in this module
- The module ends with a hands-on assignment to build your own GPT, with some guidance but no full answer
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