Lewis Tunstall - Building Machine Learning Applications using Hugging Face - Uphill Conf 2024

In this talk, you will learn how transformer neural networks and Hugging Face are enabling machine learning practitioners to harness the power of thousands of pretrained models via the Hub and its open-source ecosystem. With an eye towards large language models, you'll discover how these models are fine-tuned for chat applications and the progress the global AI community has made towards building systems that rival ChatGPT. If you've always wanted a personal AI assistant that runs on your laptop, then this talk is for you!
💡Topics Covered:
- Transformer Neural Networks
- The Hugging Face Ecosystem
- Harnessing Pretrained Models via the Hub
- Fine-Tuning Models for Chat Applications
- Advances in Building AI Systems Comparable to ChatGPT
- Running a Personal AI Assistant on Your Laptop
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