New ML Showcase Entry: Creating Interactive Web Apps with NVIDIA RAPIDS and Plot.ly
We're pleased to release a new ML Showcase entry featuring some exciting new GPU-accelerated visualization techniques courtesy of NVIDIA RAPIDS.
New ML Showcase Entry: Getting Started with aitextgen
Aitextgen is a Python library for training text-generation models using GPT-2 and GPT-3/GPT Neo. In this tutorial you'll get aitextgen up and running quickly in a Jupyter notebook on a free GPU instance from Paperspace Gradient!
Building an MLOps Community: Interview with Demetrios Brinkmann
We were lucky enough to interview Demetrios Brinkmann -- the founder of the world's biggest MLOps community. He shares with us the origin story of the community as well as some observations on the state of MLOps today.
What can the history of supercomputing teach us about ARM-based deep learning architectures?
What does the NVIDIA's new ARM-based CPU chip mean for the future of deep learning? We take a look at this and other questions by looking at the history of high performance computing and how HPC architectures have been adopted within deep learning.
Alternative to Colab Pro: Comparing Google's Jupyter Notebooks to Gradient Notebooks
Google Colab Pro is a substantial improvement to free-tier Colab but there are still a number of limitations that make alternatives to Colab Pro like Paperspace Gradient appealing.
Comparison: SageMaker Studio Notebooks and Paperspace Gradient Notebooks
AWS SageMaker Studio Notebooks are feature-rich and yet present a number of difficulties when getting started and when trying to understand pricing. Here we take a look at the favorable and unfavorable comparisons with Gradient Notebooks from Paperspace.
Comparison: Google's AI Platform Notebooks and Paperspace's Gradient Notebooks
Google AI Platform Notebooks are enterprise-grade notebooks best suited for those with compliance concerns who need to ingest data from GCP sources like BigQuery. Gradient is more like Google's other notebook product Colab but with advanced features.