but yeah, I am training classifiers in both cases, the same memory-saving techniques could potentially be applied to the recent transformers for tabular data.
CODE
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Reducing GPU Memory for LLMs and Vision Transformers in PyTorch
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One of the big bottlenecks with LLMs & Vision Transformers is GPU memory on consumer devices. Wrote about my favorite techniques for reducing peak memory in PyTorch: https://
lightning.ai/pages/communit
y/tutorial/pytorch-memory-vit-llm/
… Focused on techniques that don't require architecture changes! Suggestions welcome! -
Cypress Testing Podcast: Essential Guide for Web Developers
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Dive into the fascinating world of #CypressTesting with our latest #podcast episode! Perfect for #webdev enthusiasts and those intrigued by #SoftwareTesting. Tune in now! https://
hubs.ly/Q01WvLcj0 -
Local h2oGPT Installation: Private and Secure Chat
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Dive into @h2oai's @Rob_Mulla's latest video tutorial, where he showcases how to install #h2oGPT directly on your local computer! 100% private, 100% local chats with a GPT! https://bit.ly/3NCxnGP #AI #datascience #privacy #tutorial
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GitHub Resources for Open and Unlimited AI
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GitHub – jennyzzt/awesome-open-ended: Awesome Open-ended AI
https://bit.ly/3pbGMx5
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
ChatGPT Multi-Plugin Chaining Example by Florian
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Check out this super smart example of multi-plugin chaining in #ChatGPT by Florian! Awesome!
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30 MLOps Requirements for Building Machine Learning Systems
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Building Machine Learning Systems is hard. Here are 30 requirements for an MLOps environment. At @abacusai
, we worry about this for you. You bring the data; we do the rest. (Source: "Requirements and Reference Architecture for MLOps: Insights from Industry") -
Smiley Public Library AI and Data Science Resources Guide
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AI Best: Smiley Public Library. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Smiley-Public-
Library
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Machine Learning Education: Python, TensorFlow, PyTorch Tools
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Machine Learning for Kids. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/MLKids -
Frontend Roadmap: Modern Web Development Stack Guide
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Frontend Roadmap! @brijpandeyji #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Frontend-Roadm
ap
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