#PyTorch #stablediffusion #rust #gpu demo using #github #codespaces
16The entire point of a #systemsprogramming language like #rust is building safe, efficient, and powerful tools. This is EXACTLY why you should consider using #rust if you are playing with #stablediffusion locally. GitHub #codespaces with #GPU makes it TRIVIAL to invoke the model using high-performance GPUs in a high-performance language. Check out this quick demo video that walks you through how easy it is to #levelup from #python and use a language at least 70X faster.
Reproducible GitHub Codespaces repo setup for GPU workflows with Stable Diffusion: https://github.com/nogibjj/rust-pytorch-gpu-template
If you enjoyed this video, here are additional resources to look at:
Open Source Platforms for MLOps: https://www.coursera.org/learn/open-source-mlops-platforms-duke
Python Essentials for MLOps: https://www.coursera.org/learn/python-essentials-mlops-duke
Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale
Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke
AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:
https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true
Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/learning/essentials-of-mlops-with-azure-1-introduction/essentials-of-mlops-with-azure
O'Reilly Book: Implementing MLOps in the Enterprise
O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017
O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/
O'Reilly Book: Developing on AWS with C#: A Comprehensive Guide on Using C# to Build Solutions on the AWS Platform
https://www.amazon.com/Developing-AWS-Comprehensive-Solutions-Platform/dp/1492095877
Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/
Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ
Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8
Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7
Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7
Subscribe to Pragmatic AI Labs YouTube Channel: / @pragmaticai
Subscribe to 52 Weeks of AWS Podcast: https://52-weeks-of-cloud.simplecast.com/
View content on noahgift.com: https://noahgift.com/
View content on Pragmatic AI Labs Website: https://paiml.com/