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Building Predibase: AI, Open-Source, and Commercialization with Dev Rishi and Travis Addair
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Το περιεχόμενο παρέχεται από το Madrona Ventures. Όλο το περιεχόμενο podcast, συμπεριλαμβανομένων των επεισοδίων, των γραφικών και των περιγραφών podcast, μεταφορτώνεται και παρέχεται απευθείας από τον Madrona Ventures ή τον συνεργάτη της πλατφόρμας podcast. Εάν πιστεύετε ότι κάποιος χρησιμοποιεί το έργο σας που προστατεύεται από πνευματικά δικαιώματα χωρίς την άδειά σας, μπορείτε να ακολουθήσετε τη διαδικασία που περιγράφεται εδώ https://el.player.fm/legal.
Madrona Partner Vivek Ramaswami hosts Dev Rishi and Travis Addair, co-founders of 2023 IA40 Rising Star, Predibase. Predibase is a platform for developers to easily fine-tune and serve any open-source model. They recently released LoRA Land, a collection of 25 highly-performant open-source fine-tuned models, and launched open-source LoRA eXchange, or LoRAX, which allows users to pack hundreds of task-specific models into a single GPU.
In this episode, Dev and Travis share their perspective on what it takes to commercialize open-source projects, how to build a product your customers actually want, and how to differentiate in a very noisy AI infrastructure market. This is a must-listen for anyone building an AI. Full Transcript: https://www.madrona.com/predibase-ai-open-source-commercialization
Chapters
(00:00) Introduction (01:29) The Founding Story of Predibase (04:03) Vision and Evolution of Predibase (06:23) Predibase's Response to the ChatGPT Hype (11:26) Commercializing Open-Source Projects (17:37) Bigger Isn't Always Better - LLMs (24:10) Challenges and Solutions in AI Infrastructure (30:47) Predibase's Unique Approach and Future Outlook (34:11) Over-Hyped vs. Under-Hyped in AI (38:37) Advice for First-Time Founders100 επεισόδια
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