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MLOps: Logging and Inferencing BLIP Models with MLflow

The Machine Learning Engineer via YouTube

Overview

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Learn how to register and utilize a BLIP (Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation) model through MLFlow in this 37-minute technical video. Master the process of model registration in MLFlow and subsequent downloading for inference operations, with access to practical implementation code via the provided GitHub repository. Gain hands-on experience with MLOps practices while working with advanced vision-language models for image captioning tasks.

Syllabus

MlOps Mlflow: Log BLIP model and download for Inference #mlops #machinelearning

Taught by

The Machine Learning Engineer

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