6min chapter

Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0 cover image

LLMs Everywhere: Running 70B models in browsers and iPhones using MLC — with Tianqi Chen of CMU / OctoML

Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0

CHAPTER

OctoAI: A Computer Service for Local Models

OctoAI is a computer service that focuses on optimizing model runtimes, acceleration and compilation. Octo started as a traditional MLOps tool, where people were building their own models,. And then it seems like now most of the market is shifting to starting from pre-trained generative models. It's really hard to get the latest hardware on video, unfortunately, because everybody's trying to working on the things using a hardware that's out there.

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