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From Training to Model Serving with Red Hat OpenShift Data Science - Part 3 Kubeflow PytorchJob and Triton Inference Server Introduction In Part 1 , we saw how to train a model using CodeFlare and Ray cluster with multiple pods using GPUs. In Part 2 , we saw how to use the Multi...
From Training to Model Serving with Red Hat OpenShift Data Science - Part 2 MNIST handwritten digits, Fashion MNIST and CIFAR10 data sets Introduction In Part 1 , we saw the use of Codeflare/Ray to finetune a huggingface model with imdb for sentiment analysis using the @ray.remote...
From Training to Model Serving with Red Hat OpenShift Data Science - Part 1 IMDB Sentiment Analysis with Huggingface Introduction Red Hat OpenShift Data Science (RHODS) is a machine-learning-as-a-service platform built on Red Hat's Kubernetes-based OpenShift Container Platform, Ceph Object...
The definition of “API” (Application Programming Interface) has changed yet again! In January 2018 I wrote “ What is an API? And What is the API Economy? ”, introducing a new definition for API. That definition while still true has become incomplete. But I’ve jumped ahead. So, let’s...