But yes the key is finetuning A LOT
MACHINE LEARNING
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PPO Explanation Gaps and InstructGPT Fine-tuning Data Requirements
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thanks man its a good thread. i feel like people dont explain PPO very well in these threads, thats the main part that always feels handwavy. i’d also like an idea of order of magnitude of finetune data needed for instructgpt but havent seen good numbers
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Aeo: Dual-Armed Robot for Delivery, Disinfection, and Elder Care
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WOW: This is a dual-armed robot named 'Aeo' by Aeolus Robotics, designed to perform tasks like delivery, opening doors, security, UV germicidal disinfection, and care for the elderly.
— Sean Gardner (@2morrowknight) 6 janvier 2023
(via @techcrunch @CES) #CES2023 #CES #robot #AI #ML #nlp #innovation #technology #tech #IoT pic.twitter.com/rpURU1bUIGWOW: This is a dual-armed robot named 'Aeo' by Aeolus Robotics, designed to perform tasks like delivery, opening doors, security, UV germicidal disinfection, and care for the elderly. (via @techcrunch @CES
) #CES2023 #CES #robot #AI #ML #nlp #innovation #technology #tech #IoT -

94.5% Accuracy Fashion MNIST Achievement in Five Epochs
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94.5% on Fashion MNIST in 5 epochs is pretty amazing!
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Accessible Explanation of Diffusion Models Through Physical Ink Process
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I love the accessible explanation of diffusion models through the physical process of ink diffusing through water and following that trajectory and reversing it.
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Generative Models Potential for Improving Predictive Tasks
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I talk about the enormous potential of generative models to improve downstream predictive tasks in this excellent article by @anilananth
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Training People-Diffusion Model for Image Generation
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Progress on training my own model called people-diffusion: 1) New Year celebrations in China
2) Protests in Brazil
3) Indigenous Bolivian
4) Woman at Times Square -

Dutch Tech Leaders Showcase Responsible AI at CES 2023
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The Dutch are ready for #CES2023. Proud to be part of the #NLatCES. Technology has the potential to tackle some of society’s biggest challenges. Meet us at Hall A-C 55332 and see how we use #responsibletech to #acceleratethechange. #AI #ML #computervision