The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Open Source Generative AI at Hugging Face with Jeff Boudier - #624
Apr 11, 2023
Jeff Boudier, Head of Product at Hugging Face, shares insights on the evolving open-source landscape in machine learning. He discusses the shift towards consumer-focused AI tools and the significance of accessibility. The conversation highlights the Hugging Face Hub's impressive collection of over 150k models, detailing how their collaboration with AWS enhances open-source model adoption in enterprises. Boudier also talks about the importance of community-driven initiatives and the advancements in code generation with models like BloomZ.
33:51
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Quick takeaways
- Open source models enable community contributions and progress in machine learning.
- Deepening collaboration with AWS and utilizing hardware accelerators for improved ML deployment and cost savings.
Deep dives
Collaboration with AWS for Open Source Models and Infrastructure
Hugging Face expresses gratitude to AWS for their continuous support and sponsorship. AWS offers a range of ML and AI services to make ML accessible across industries. They prioritize innovation in areas like infrastructure, tools like Amazon SageMaker, and AI services such as Amazon Code Whisperer. Purpose-built ML accelerators for training and inference on AWS are also available.
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