Here's a paper you can read about it. https://
arxiv.org/abs/1911.01547 It introduced a formal definition of intelligence, as well as benchmark to capture that definition in practical terms. Although it was developed before the rise of LLMs, current state-of-the-art LLMs such as Gemini
MACHINE LEARNING
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Formal Definition of Intelligence and Benchmark for LLMs
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Agent Lumos: Unified Modular Training for Open-Source Language Agents
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Agent Lumos: Unified and Modular Training for Open-Source Language Agents Yin et al.: https://
arxiv.org/abs/2311.05657 #ArtificialIntelligence #DeepLearning #MachineLearning -
Memorization is not intelligence: skill requires novelty and uncertainty
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That memorization (which ML has solely focused on) is not intelligence. And because any task that does not involve significant novelty and uncertainty can be solved via memorization, *skill* is never a sign of intelligence, no matter the task.
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Essential Probability and Statistics Books for Machine Learning
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#Probability and #Statistics #Books for Machine Learning to Read. #BigData #Analytics #DataScience #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Probability-Re
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Matplotlib Cheat Sheets for Data Science and Analytics
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Cheat Sheets! Matplotlib @kdnuggets #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Matplotlib-Ch-
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Comprehensive List of Machine Learning Algorithms and Tools
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A List of #MachineLearning #Algorithms! #BigData #Analytics #DataScience #AI #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/List-of-ML-Know -
Basic SQL Commands for Big Data Analytics and Programming
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Basic #SQLCommands! #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/Basic-SQL-Comm -
Which Machine Learning Algorithm Should You Use
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Which #MachineLearning Algorithm Should You Use. #BigData #Analytics #DataScience #AI #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Which-ML-to-Use -
E5-Large-V2 and Nomic 1.5 embedding models exploration
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I used E5-Large-V2 last year https://
til.simonwillison.net/llms/embed-par
agraphs
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github.com/simonw/llm-nom
ic-api-embed
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