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E114: How OctoML Helps Developers Build with Llama 2 & Stable Diffusion
Manage episode 382560004 series 3438596
Content provided by Robby (MTF); Tim (Essence VC). All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Robby (MTF); Tim (Essence VC) or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Tianqi Chen is Co-Founder and Chief Technologist of OctoML, the compute infrastructure platform for tuning and running generative models in the cloud. OctoML was founded by the creators of Apache TVM, the machine learning compiler framework for CPUs, GPUs, and accelerators.
OctoML has raised $132M from investors including Amplify, Addition, Madrona, and Tiger.
In this episode, we discuss the importance of supporting multiple models, the advancements from LLaMA and Stable Diffusion this year, building the TVM and OctoML communities, predictions on GenAI in the enterprise (hybrid ML, for example), whether GenAI is over-invested in & more!
162 episoade
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Manage episode 382560004 series 3438596
Content provided by Robby (MTF); Tim (Essence VC). All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Robby (MTF); Tim (Essence VC) or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Tianqi Chen is Co-Founder and Chief Technologist of OctoML, the compute infrastructure platform for tuning and running generative models in the cloud. OctoML was founded by the creators of Apache TVM, the machine learning compiler framework for CPUs, GPUs, and accelerators.
OctoML has raised $132M from investors including Amplify, Addition, Madrona, and Tiger.
In this episode, we discuss the importance of supporting multiple models, the advancements from LLaMA and Stable Diffusion this year, building the TVM and OctoML communities, predictions on GenAI in the enterprise (hybrid ML, for example), whether GenAI is over-invested in & more!
162 episoade
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