IBM Journey to AI blog

JANUARY 17, 2024

Key management : The keys used in encrypting and decrypting data and associated tasks like key length, distribution, generation, rotation, etc. These algorithms create secret keys to determine how data is transformed from its original plaintext into ciphertext and vice versa. are kept secure.

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Flipboard

FEBRUARY 16, 2023

In October 2022, we launched Amazon EC2 Trn1 Instances , powered by AWS Trainium , which is the second generation machine learning accelerator designed by AWS. Trn1 instances are purpose built for high-performance deep learning model training while offering up to 50% cost-to-train savings over comparable GPU-based instances.

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AWS Machine Learning Blog

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. In this post, we demonstrate how to build a generative AI financial services agent powered by Amazon Bedrock.

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AWS Machine Learning Blog

JANUARY 8, 2024

With AWS intelligent document processing (IDP) using AI services such as Amazon Textract , you can take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from PDFs or document images (TIFF, JPEG, PNG). To learn more, refer to Configuring Amazon S3 Inventory.

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AWS Machine Learning Blog

JUNE 6, 2023

PyTorch is a machine learning (ML) framework that is widely used by AWS customers for a variety of applications, such as computer vision, natural language processing, content creation, and more. Our next generation release that is faster, more Pythonic and Dynamic as ever for details. With the recent PyTorch 2.0 Refer to PyTorch 2.0:

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Hacker News

JUNE 28, 2023

And it’s a great example of using an LLM as a “linguistic interface” with common sense, that can generate precise computational language, which can then be run to get a result. Press ' (quote) to get a new chat cell: You might not like some details of what got done (do you really want those boldface labels?) In Version 13.3

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AWS Machine Learning Blog

MARCH 6, 2023

LLMs’ generative abilities make them popular for text synthesis, summarization, machine translation, and more. These factors require training an LLM over large clusters of accelerated machine learning (ML) instances. In the past few years, numerous customers have been using the AWS Cloud for LLM training.

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The MLOps Blog

DECEMBER 7, 2022

Given that the whole theory of machine learning assumes today will behave at least somewhat like yesterday, what can algorithms and models do for you in such a chaotic context ? The key here was to do a good partition of the data. And that includes data. Next comes a stage of hyperparameter tuning for the models.

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AWS Machine Learning Blog

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

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