The Complexity Dynamics of Grokking A study on how neural network complexity dynamics explain the grokking phenomenon, where models transition from memorization to generalization long after overfitting. Problem: Grokking challenges our understanding of generalization in
COMPUTING
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LMAgent: Multimodal Large-Scale Multi-User Simulation Framework
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LMAgent: A Large-Scale Multimodal Agents Society for Multi-user Simulation A scalable framework for simulating dynamic, multimodal multi-user behavior using large-scale multimodal LLMs. Problem: Existing LLM-based multi-agent systems simulate only text-based interactions
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Intelligence artificielle bon marché : trois ans de progrès remarquables
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intelligence too cheap to meter is the goal look at the progress in the past 3 years
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Comprehensive Machine Learning Python Book for Algorithmic Trading
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Comprehensive 822-page book on #MachineLearning with #Python for #AlgorithmicTrading (useful in many other business & industry #TimeSeries applications): http://
amzn.to/3aCyVwY by @ml4trading ——
#IoT #IIoT #Edge #AI #DataScience #EdgeComputing #Industry40 #EdgeAI #Forecasting -
AI at the Edge: Embedded Machine Learning for Real-World Solutions
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#AI at the #Edge — Solve Real-World Problems with Embedded #MachineLearning: http://
amzn.to/3GN70uC by @dansitu and @jennymplunkett ——————
#IoT #IIoT #AIoT #EdgeAI #ML #DigitalTransformation #Industry40 #BigData #DataScience #DeepLearning #EdgeComputing #DataScientist -
Data Engineering Best Practices for Cloud Architecture and Cost Optimization
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#DataEngineering Best Practices — Architect robust and cost-effective data solutions in the cloud era: http://
amzn.to/3BkZ6df v/ @PacktPublishing Key Features: Architect and engineer optimized data solutions in the cloud with best practices for performance and -
Writing PyTorch Compiler Stack Entirely in Python
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i mean….we write our entire compiler (dynamo/inductor) in Python. You and I come from opposite tastes 🙂
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Genesis Sim: Advanced Physics Simulator Powered by Taichi Framework
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i rabbit-holed into the Genesis Sim codebase because the website is hypey and unclear; and I didn't want to just blindly retweet.
It's basically like Mujoco but with more advanced materials/rendering/solvers, written all in Python thanks to being powered by Taichi, which makes it x.com/zhou_xian_/sta… -
Genesis Sim: Advanced Physics Simulator Built with Taichi
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i rabbit-holed into the Genesis Sim codebase because the website is hypey and unclear; and I didn't want to just blindly retweet.
— Soumith Chintala (@soumithchintala) 20 décembre 2024
It's basically like Mujoco but with more advanced materials/rendering/solvers, written all in Python thanks to being powered by Taichi, which makes it… https://t.co/68wEaKQbRDi rabbit-holed into the Genesis Sim codebase because the website is hypey and unclear; and I didn't want to just blindly retweet.
It's basically like Mujoco but with more advanced materials/rendering/solvers, written all in Python thanks to being powered by Taichi, which makes it -
Layered automation approach enables distributed collaborative work
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I see. Don’t think that is a real limit. We can automate in layers (ie computing) and different people can work on different aspects.