It will take time, but as both a wish and a prediction for 2025, I hope to see more interesting approaches to developing open-weight (o1 and o3-like) reasoning models through improved post-training recipes, data, and inference compute.
MACHINE LEARNING
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Understanding Mixture of Experts Architecture and FFN Weights
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Based on how MoEs work, I believe this is possible. Each expert is like a FFN with it's own weights.
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Understanding Mixture of Experts: How AI Models Work Together
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DeepSeekV3, Gemini, Mixtral and many others are all Mixture of Experts (MoEs). But what exactly are MoEs? A Mixture of Experts (MoE) is a machine learning framework that resembles a team of specialists, each adept at handling different aspects of a complex task. It's like
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Introduction to AutoEncoder VAE for Machine Learning
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Introduction to AutoEncoder VAE. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Intro-VAE -
Fine-Tune Mistral AI Transformer: Complete Guide
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Fine-Tune Mistral AI Transformer! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #NLProc #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Fine-Tune-Mist
ral
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AI, Machine Learning and Data Science Technologies Overview
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Simply Artificial Intelligence! BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/DK-Simply -
GPT, Generative AI, and LLMs Conference Overview
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GPT, Generative AI, and LLMs! @AverConferences #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysOfCode https://
geni.us/Aver-Confer -
MIT Offers 35 Free Machine Learning and AI Courses
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MIT: 35 Best Courses in Machine Learning! @MIT Explore a world of knowledge with free online courses from MIT on edX, featuring lessons in AI, machine learning, computer science engineering, circuits and electronics, Genetics, data science, statistics and much more. Many people
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Foundation for High-Performance Computing in AI and Data Science
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A Greater Foundation for High Performance-Computing. #BigData #Analytics #DataScience #AI #MachineLearning #HPC #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Greater-HPC -
Gaussian Machine Learning: Essential Tools for Data Science
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1847 Gaussian Machine Learning! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/1847-Great-Min
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