2/ Weak-to-strong Generalization – studies if weak model supervision can elicit the full capabilities of stronger models; when naively fine-tuning strong pretrained models on weak model generated labels they can perform better than their weak supervisors.
RESEARCH
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Audiobox: Unified Flow-Matching Model for Audio Generation
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3/ Audiobox – a unified model based on flow-matching capable of generating various audio modalities; designs description-based and example-based prompting to enhance controllability and unify speech and sound generation paradigms.https://t.co/OcXaDuRU6j
— DAIR.AI (@dair_ai) 17 décembre 20233/ Audiobox – a unified model based on flow-matching capable of generating various audio modalities; designs description-based and example-based prompting to enhance controllability and unify speech and sound generation paradigms.
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Top ML Papers of the Week: SLAM, LLMs, Medical AI
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The Top ML Papers of the Week (Dec 11 – Dec 17): – Gaussian-SLAM
– LLMs in Medicine
– Mathematical LLMs
– Beyond Human Data for LLMs
– Weak-to-strong Generalization
– Towards Fully Transparent Open-Source LLM
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LLMs Discover New Solutions in Mathematical Sciences
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1/ LLMs for Discoveries in Mathematical Sciences – uses LLMs to search for new solutions in mathematics & computer science.https://t.co/2gCvLQtA2l
— DAIR.AI (@dair_ai) 17 décembre 20231/ LLMs for Discoveries in Mathematical Sciences – uses LLMs to search for new solutions in mathematics & computer science.
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Bio-Inspired Robots Mimicking Flight of Birds and Insects
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Ever wondered if #Robots can mimic the elegant flight of #birds, bats, and dragonflies? Prepare to be amazed by these high-tech marvels!
— Amitav Bhattacharjee (@bamitav) 17 décembre 2023
Credit @IntEngineering @TechBurritoUno @SpirosMargaris @PawlowskiMario @mvollmer1 @gvalan @ipfconline1 @LaurentAlaus @Shi4Tech @Fisher85M… pic.twitter.com/fDe3EcjNkVEver wondered if #Robots can mimic the elegant flight of #birds, bats, and dragonflies? Prepare to be amazed by these high-tech marvels! Credit @IntEngineering @TechBurritoUno @SpirosMargaris @PawlowskiMario @mvollmer1 @gvalan @ipfconline1 @LaurentAlaus @Shi4Tech @Fisher85M
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Data and Analytics: Foundation for Generative AI Implementation
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In 2024, #Data And #Analytics Will Set The Stage For #GenerativeAI. The advent of #genAI applications has opened a world of possibilities, but the journey toward effective implementation is not as straightforward. #IoT #BigData #DataScience https://
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OpenAI AGI Infrastructure and LLM Subcontracting Deployment
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yes, that's right, the agi is at the forefront of the conversation in openai. It's subcontracting user requests to llms. @sama
, how many agis are working at @OpenAI ? slower response when changing to 4.0 -
Mathematics Behind Linear Regression Explained
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The Maths Behind Linear Regression. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Mathematics #Programming #Coding #100DaysofCode https://
geni.us/Math-Behind-L-R -
Unsupervised Reinforcement Learning Benchmarking in Data Science
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Benchmarking: The Unsupervised #ReinforcementLearning. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
bit.ly/3m8biD5 -
Optimal Learning Rate Estimation for Neural Networks
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Estimating an Optimal Learning Rate For a Neural Network. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #JavaScript #ReactJS #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/L-R-Neural-Net
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