Getting more and more interested in AI and machine learning? Starting from scratch can feel daunting, especially if you don't have a background in tech. But fear not; it is entirely possible to begin and progress in this field with the right guidance and resources.
MACHINE LEARNING
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PyTorch Optimizes SDXL Pipeline by 3x Without C++
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Check out our latest work on the PyTorch blog where we show how to optimize a default SDXL pipeline by 3x using pure PyTorch. No C++ code. Check out the blog post here https://
pytorch.org/blog/accelerat
ing-generative-ai-3/
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Tech Industry Drives Water Sustainability Through AI Innovation
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The Tech Industry's Role In Developing Water Sustainability https://
forbes.com/sites/forbeste
chcouncil/2023/12/04/the-tech-industrys-role-in-developing-water-sustainability/?utm_source=dlvr.it&utm_medium=twitter
… #Innovation #ArtificialIntelligence #MachineLearning -
Image Cropping Affects Model Scale Recognition Outcomes
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For context, this has to do with the size of the image and the cropping, the model can read the scale but it's getting cut off, you can do a simple re-size to see it change the outcome.
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Reza Zadeh reflects on 18 years in Silicon Valley innovation
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18 years ago tomorrow, I landed in Silicon Valley to work on Google Translate team (which created the Transformer), & trained the world's largest language models at the time. Today, I'm even more excited by what SV will invent as that LM knowledge has spread to all of SV.
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LangChain Breast Ultrasound Report Generation Model
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New Paper Alert: Breast Ultrasound Report Generation using LangChain This recent paper out of Korea Advanced Institute of Science and Technology uses LangChain and classical image classification models to help with medical report generation https://
arxiv.org/pdf/2312.03013
.pdf
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Persisting Beyond the Hype in AI Development
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There’s a real lesson here in continuing to try at something worthwhile after the hype has passed. Much of figuring something out is invisible.
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RAG with LLMs: Simple Concept, Complex Implementation
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RAG with LLMS seems quite simple but is quite difficult to pull off. Creating a ChatGPT-like tool with a custom knowledge base requires multiple non-trivial components: you need a semantic understanding of the query and a full-scale search engine for the “retrieval.” We at
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Viral Infections Linked to Neurodegenerative Disease Risk Study
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A study of around 500,000 medical records suggested that severe viral infections like encephalitis and pneumonia increase the risk of neurodegenerative diseases like Parkinson's and Alzheimer's. #research #Alzheimers #healthcare #researchers https://
bit.ly/3S5qjWY -
Tooling and Storage: Essential Tech Stack for LLM Management
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Jerry emphasizes the importance of tooling and storage for large dataset management in AI, particularly LLMs. Tech stack knowledge is crucial for prompt retrieval, fine-tuning, and effective LLM use.