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Lambda's Machine Learning Infrastructure Playbook and Best Practices

If you're trying to figure out how to build and scale your team's deep learning infrastructure, this presentation is for you. We walk you through the decisions associated with building cloud, on-prem, and hybrid infrastructure for your team. We've distilled best practices learned from helping thousands of teams build their

Published 02/23/2022 by Stephen Balaban

How to Run OpenAI's GPT-2 Text Generator on Your Computer

Update June 5th 2020: OpenAI has announced a successor to GPT-2 in a newly published paper. Checkout our GPT-3 model overview []. OpenAI recently published a blog post on their GPT-2 language model []. This tutorial shows you how to run the

Published 02/16/2019 by Stephen Balaban

Set up a GPU accelerated Docker container using Lambda Stack + Lambda Stack Dockerfiles on Ubuntu 20.04 LTS

Set up a GPU accelerated Docker containers using Lambda Stack + Lambda Stack Dockerfiles + + nvidia-container-toolkit on Ubuntu 20.04 LTS Provides a docker container with TensorFlow, PyTorch, caffe, and a complete Lambda Stack installation.

Published 02/10/2019 by Stephen Balaban


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