AWS Machine Learning Blog

JULY 24, 2023

Inefficient architecture can lead to suboptimal utilization of the accelerators and unnecessarily high production cost. Solution overview FastAPI is an open-source web framework for serving Python applications that is much faster than traditional frameworks like Flask and Django. The code can be found on the GitHub repo.

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Dataconomy

SEPTEMBER 11, 2023

We cannot ignore the livability and environmental crises facing our world’s cities, and NEOM is at the forefront of delivering new and imaginative solutions to address these issues. Fewer stops mean fewer slowdowns and fewer accelerations, allowing the train to maintain a high velocity throughout its route.

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Mlearning.ai

AUGUST 1, 2023

Data has a key place in the development and the performances of artificial intelligence algorithms thus it is crucial to have access to a sufficient quantity of high-quality data to build robust artificial intelligence solutions. Synthetic data is also a good solution to overcome the difficulties of accessing data.

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Artificial Intelligence Artificial Intelligence AI AI 52

AWS Machine Learning Blog

JUNE 7, 2023

With large models, the training setup is even more challenging because the available memory in a single accelerator device bounds the size of models trained using only data parallelism, and using model parallel training requires additional level of modifications to the training code. billion parameters). support DeepSpeed ZeRO1 optimizations.

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Hacker News

FEBRUARY 26, 2023

In 1976, Artwick wrote his master’s thesis on a flight simulator he’d designed to run on Digital Equipment Corp.’s Flight Simulator launched in late 1979 on the Apple II and the TRS-80 with wireframe graphics and a frame rate in the single digits. s PDP-11 minicomputer. It didn’t depict real airspace or modern airplanes.

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Machine Learning Machine Learning 181

AWS Machine Learning Blog

MARCH 2, 2023

In our solution, we implement a hyperparameter grid search on an EKS cluster for tuning a bert-base-cased model for classifying positive or negative sentiment for stock market data headlines. Solution overview In this post, we present an overview of the solution architecture and discuss its key components.

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Clustering AWS Deep Learning Deep Learning 75

IBM Journey to AI blog

DECEMBER 21, 2023

AI, automation and digital labor can help tackle these challenges. To address this challenge, companies can use digital labor to supplement the existing workforce by automating repetitive, dangerous or complex tasks. Digital labor can make processes more adaptable.

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IBM Journey to AI blog

MAY 10, 2023

Trend: Tech-led disruptions are accelerating, driven by generative AI Bet: Implement secure, AI-first intelligent workflows to run their enterprise Generative AI has captured the world’s imagination and democratized AI in every aspect of society and business, from supply chains and IT operations to customer service and HR.

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AI AI 76

Hacker News

JUNE 28, 2023

Across the 35 years since Version 1 we’ve been able to continue accelerating our research and development process, year by year building on the functionality and automation we’ve created. So, yes, in Version 13.3 there’s new functionality not only in LLMs but also in many “classic” areas—as well as in new areas having nothing to do with LLMs.

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