Deploy BLOOM-176B and OPT-30B on Amazon SageMaker with large model inference Deep Learning Containers and DeepSpeed

Favorite The last few years have seen rapid development in the field of deep learning. Although hardware has improved, such as with the latest generation of accelerators from NVIDIA and Amazon, advanced machine learning (ML) practitioners still regularly encounter issues deploying their large deep learning models for applications such as

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Shared by AWS Machine Learning November 4, 2022

Beyond Tabula Rasa: Reincarnating Reinforcement Learning

Favorite Posted by Rishabh Agarwal, Senior Research Scientist, and Max Schwarzer, Student Researcher, Google Research, Brain Team Reinforcement learning (RL) is an area of machine learning that focuses on training intelligent agents using related experiences so they can learn to solve decision making tasks, such as playing video games, flying

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Shared by Google AI Technology November 3, 2022

How can the society as a whole maintain control of AI systems?

Favorite Transcript from October 13th Deep Dive: AI Society panel Stefano Maffulli: And welcome everyone. Welcome… The post How can the society as a whole maintain control of AI systems? first appeared on Voices of Open Source. Click Here to View Original Source (opensource.org)

3 ways AI is scaling helpful technologies worldwide

Favorite I was first introduced to neural networks as an undergraduate in 1990. Back then, many people in the AI community were excited about the potential of neural networks, which were impressive, but couldn’t yet accomplish important, real-world tasks. I was excited, too! I did my senior thesis on using

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Shared by Google AI Technology November 2, 2022

Robots That Write Their Own Code

Favorite Posted by Jacky Liang, Research Intern, and Andy Zeng, Research Scientist, Robotics at Google A common approach used to control robots is to program them with code to detect objects, sequencing commands to move actuators, and feedback loops to specify how the robot should perform a task. While these

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Shared by Google AI Technology November 2, 2022