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Open Source Startup Podcast
E114: How OctoML Helps Developers Build with Llama 2 & Stable Diffusion
Nov 7, 2023
Tianqi Chen, Co-Founder and Chief Technologist of OctoML, discusses the importance of supporting multiple models, advancements in Llama and Stable Diffusion, building TVM and OctoML communities, predictions on GenAI in enterprise, and challenges in starting a MLAI company.
42:50
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Quick takeaways
- OctoML was founded to continue the development of the TVM open-source project and provide a compute platform for accelerating the deployment of AI models into production.
- TVM offers unique technical capabilities to optimize ML models for various platforms, addressing pain points in model optimization and supporting standard and specialized variants.
Deep dives
OctoML's Origin Story and Apache TVM
OctoML was born out of the recognition of the challenges faced when deploying machine learning (ML) models on different environments. This led to the creation of Apache TVM, a project aimed at alleviating the pain points of ML product realization. The team behind OctoML started the company to continue the development of the TVM open-source project and provide a compute platform for accelerating the deployment of AI models into production.
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