Hamel Husain - Building LLM Apps in Production
Become a Patreon: / theaiepiphany 👨👩👧👦 Join our Discord community: / discord Hamel joined us to talk about his work as a consultant in the LLM space and discuss the common problems a lot of ML startups he's worked with share. ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ website: https://hamel.dev/ ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ ⌚️ Timetable: 00:00 - 01:11 Intro 01:11 - 02:52 Hyperstack GPUs (sponsored) 02:52 - 14:00 Hamel's story 14:00 - 21:30 Consulting in the LLM space 21:30 - 29:25 Problems companies face - Looking at data & collect traces 29:25 - 33:30 Write unit tests :) 33:30 - 36:45 How do you find interesting companies? 36:45 - 50:25 Common mistakes 50:25 - 58:18 How does consulting pay? ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💰 SPONSOR The AI Epiphany - / theaiepiphany One-time donation - https://www.paypal.com/paypalme/theai... Huge thank you to these AI Epiphany patreons: Eli Mahler Petar Veličković ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 💼 LinkedIn - / aleksagordic 🐦 Twitter - / gordic_aleksa 👨👩👧👦 Discord - / discord 📺 YouTube - / theaiepiphany 📚 Medium - / gordicaleksa 💻 GitHub - https://github.com/gordicaleksa 📢 AI Newsletter - https://aiepiphany.substack.com/ ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ #llms #llmapps #evals #data
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