Vishal Balashankar Byron Chu

Dockerizing and Deploying your First Generative AI model

A Talk by Vishal Balashankar and Byron Chu

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About this Talk

Building on the excitement around Generative AI models, Cybera’s Applied Data Science Lab team will provide a hands-on demonstration on deploying your first text-2-img pre-trained language model application using a Hugging Face Diffusers library. The demonstration will be done on a remote server using VSCode, while building an inference API using FastAPI and a client-facing interface serving Streamlit using containerization practices. The presentation will highlight the need for incorporating ML deployment principles much earlier in the model development life cycle to ensure a model that is robust and flexible for a wide range of applications.

About The Speakers

Say hello to your Speakers for this Talk.

Vishal Balashankar

Vishal Balashankar

Data Scientist, Cybera

Byron Chu

Byron Chu

Data Science Program Manager, Cybera

Categories Covered

ML Ops