AWS Machine Learning Blog

SEPTEMBER 28, 2023

Regulated and compliance-oriented industries, such as financial services, healthcare and life sciences, and government institutes, face unique challenges in ensuring the secure and responsible consumption of these models. To strike a balance between agility, innovation, and adherence to standards, a robust platform becomes essential.

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Flipboard

OCTOBER 9, 2023

Getting Used to Docker for Machine Learning Introduction Docker is a powerful addition to any development environment, and this especially rings true for ML Engineers or enthusiasts who want to get started with experimentation without having to go through the hassle of setting up several drivers, packages, and more. Let’s get started!

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Hacker News

FEBRUARY 14, 2023

See also: “Wolfram|Alpha as the Way to Bring Computational Knowledge Superpowers to ChatGPT” » It’s Just Adding One Word at a Time That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, and unexpected. But how does it do it? And why does it work? seems best.

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

The Llama 2 family of large language models (LLMs) is a collection of pre-trained and fine-tuned generative text models ranging in scale from 7 billion to 70 billion parameters. Fine-tuned LLMs, called Llama-2-chat, are optimized for dialogue use cases. Llama 2 is intended for commercial and research use in English.

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Hacker News

FEBRUARY 3, 2023

The Second Law of thermodynamics is considered one of the great general principles of physical science. But back in the 1980s, as I began to explore the computational universe of simple programs, I discovered a fundamental phenomenon that was immediately reminiscent of the Second Law. Mechanical work irreversibly turns into heat.

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AWS Machine Learning Blog

MAY 2, 2023

Triton supports various backends as engines to support the running and serving of various ML models for inference. With the ability to solve various problems such as classification and regression, XGBoost has become a popular option that also falls into the category of tree-based models.

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Hacker News

JULY 14, 2023

Charity once said an off-hand sentence that became a mantra for my transition into the VP of Engineering role: “Directors run the company.” My priority number one had been to “run engineering well.” Now it had to be something else. But what did that look like, in practice? Strategy is also not one-and-done.

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ODSC - Open Data Science

MARCH 6, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. Editor’s note: Madiha is a speaker for ODSC East this April 23–25.

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ODSC - Open Data Science

JANUARY 22, 2024

Open Data Science Blog Recap: In a new paper , MIT’s CSAIL researchers have introduced an innovative AI method that leverages automated interpretability agents (AIAs) built from pre-trained language models. This AI model claims a combination of high performance and reduced computational demands. Here’s How.

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