In this live episode, I'm speaking with Jinen Setpal, ML Engineer at DagsHub about actually building, deploying, and monitoring large language model applications. We discuss DPT, a chatbot project that is live in production on the DagsHub Discord server and helps answer support questions and the process and challenges involved in building it. We dive into evaluation methods, ways to reduce hallucinations and much more. We also answer the audience's great questions.
π AI-Native with Idan Gazit β The future of AI products and interfaces + Getting AI to production
πͺ Machine Learning in the cookie-less era with Uri Goren
π°οΈ Modern & Realistic MLOps with Han-chung Lee
π©» AI in Medical Devices & Medicine with Mila Orlovsky
βͺ Making LLMs Backwards Compatible with Jason Liu
Live MLOps Podcast Episode!
βΉοΈββοΈ Large Scale Video ML at WSC Sports with Yuval Gabay
π€ GPTs & Large Language Models in production with Hamel Husain
π«£ Is Data Science a dying job? with Almog Baku
πββοΈMoving Fast and Breaking Data with Shreya Shankar
π΄ββοΈ Quick & Dirty Machine Learning with Noa Weiss
βοΈ Building ML Teams and Platforms with Assaf Pinhasi
π¨ Stable Diffusion and generative models with David Marx
π΄π’π£Julia Language in Production with Logan Kilpatrick
π Building tools for MLOps with Guy Smoilovsky
π You Have Too Much Data with Dean Langsam
π Reasonable Scale MLOps with Jacopo Tagliabue
π¦Ύ Made With ML - Learning How to Apply MLOps with Goku Mohandas
π€ΉββοΈ Building models that actually perform with Kyle Gallatin
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