Model Deployment at Scale on Kubernetes 🦄️
1 helm repo add yatai https://bentoml.github.io/yatai-chart
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helm repo add yatai https://bentoml.github.io/yatai-chart
A faster way to ship your models to production pip install bentoml BentoML is compatible across machine learning frameworks and standardizes ML model packaging and management for your team. ...
Intro centralized model store set of APIs UI Model 라이프사이클 관리 model lineage 를 제공 model versinoing stage transitions staging에서 production annotations Concepts ...
Matrix factorization은 simple embedding model이다. feedback matrix(m x n)가 주어졌을때, m은 users의 수, n은 items의 수: user embedding matrix를 U (m x d), row i는 user i의 embedding item embedding matrix를 V (n...
BentoML Integeration MLflow
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