Ep05: "Deploy Local LLMs 𝐢𝐧 the Cloud (𝟏𝟎𝟎% 𝐃𝐚𝐭𝐚 𝐏𝐫𝐢𝐯𝐚𝐜𝐲)"

An episode of the Tech Beats Unplugged podcast, hosted by Cloud Dude, titled "Ep05: "Deploy Local LLMs 𝐢𝐧 the Cloud (𝟏𝟎𝟎% 𝐃𝐚𝐭𝐚 𝐏𝐫𝐢𝐯𝐚𝐜𝐲)"" was published on September 24, 2024 and runs 11 minutes.

September 24, 2024 ·11m · Tech Beats Unplugged

Summary

👨🏽‍🚀 Welcome to Episode 05 of "Tech Beats unplugged" This time, we tried something completely crazy – we're letting the AI hosts take over! That's right 😎. We're flipping the script and giving the AI the mic to guide us through the fascinating world of local LLMs. but that's not all as this episode is actually inspired by my recent talk at Oracle Cloud World in Vegas. The topic? You guessed it: Local LLMs in the cloud. 🌟 We’re so excited to share our latest tech Beats show with you🧡! We hope you'll enjoy it!!! Topics discussed: (00:00) Introduction (01:00) Why OpenAI Might Not Be Your BFF? (02:40) Local/Open LLMs to the Rescue! (03:38) What's Quantization! (04:30) Where to find these Open LLMs? (05:02) Inference Engines (Ollama)! (05:50) What's a modelfile! (06:40) What about deploying local AI to the cloud?(OKE/managed kubernetes) (07:30) From zero to cloud deployment Hero (08:28) What's Next (LLM ethic benchmark) (09:55) Outro. Show Notes My local LLM GitRepo: Ollama_lab Helm leaderboard for model safety: Sandford Helm model leaderboard My talks in Oracle cloud world 2024: OCW2024LLM

Episode Description