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The state of open source AI (Practical AI #249)
Dec 12, 2023
Casper, contributor to the new open source AI book from PremAI, discusses key categories to navigate the open source AI ecosystem, including fine-tuning and vector DBs. The speakers explore AI models, language models, and the importance of framing topics in open source AI. They also encourage listeners to get involved in the open source AI community.
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Quick takeaways
- The book 'The State of Open Source AI' covers a wide range of topics in the open source AI ecosystem, including licensing, evaluation, data sets, fine-tuning, and vector databases, providing a comprehensive overview for practitioners.
- The book emphasizes the significance of fine-tuning models to create tailored AI solutions, encourages practitioners to engage in the process, and looks forward to future developments in fine-tuning, retrieval-based methods, and explainability in AI applications.
Deep dives
The Book: A Comprehensive Resource on Open Source AI
The book titled 'The State of Open Source AI' provides a thorough overview of various topics in the open source AI ecosystem. It covers a wide range of subjects, including licensing, evaluation, data sets, fine-tuning, vector databases, and more. The book aims to consolidate the latest research and advancements in open source AI, offering insights and analysis to help readers navigate the evolving landscape. Contributions from various authors make the book a collaborative effort, ensuring a diverse perspective. The book is openly accessible online, and readers are encouraged to contribute through comments, pull requests, and opening issues.
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