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The Artificial Intelligence Podcast
#27 - Hagay Lupesko, VP of Engineering at MosaicML/Databricks
Dec 9, 2023
Hagay Lupesko, VP of Engineering at MosaicML/Databricks, explores the capabilities and future of language models, the cost of training and fine-tuning models, the recent acquisition of Mosaic ML by Databricks, data security and privacy concerns, the debate between open source and closed source models, and how Mosaic ML language models compare to other models in the market.
44:24
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Quick takeaways
- MosaicML is focused on making advanced AI accessible to all organizations, not just big tech companies, by providing a platform for training and serving large and complex deep learning models, with a specific focus on language models.
- Mosaic ML's acquisition by Databricks aims to enhance the platform's capabilities with generative AI, making large-scale AI more accessible to enterprises and integrating improved security, data privacy, and compatibility features.
Deep dives
About Mosaic ML and Language Models
Mosaic ML is a company that enables organizations to build large-scale AI models, including language models. Language models are capable of generating text or classifying text. They have surpassed human capability in many tasks, just like computer vision models did a few years ago. Mosaic ML focuses on making advanced AI accessible to all organizations, not just big tech companies. They offer a platform for training and serving large and complex deep learning models, with a specific focus on language models.
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