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Zero-shot and few-shot prompting for the BloomZ 176B foundation model with the simplified Amazon SageMaker JumpStart SDK

Favorite Amazon SageMaker JumpStart is a machine learning (ML) hub offering algorithms, models, and ML solutions. With SageMaker JumpStart, ML practitioners can choose from a growing list of best performing and publicly available foundation models (FMs) such as BLOOM, Llama 2, Falcon-40B, Stable Diffusion, OpenLLaMA, Flan-T5/UL2, or FMs from Cohere

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Shared by AWS Machine Learning August 14, 2023

Should you be able to time-write knowledge management activity?

Favorite A common question from clients in professional services, legal or consulting firms, which usually operate a strict time-writing regime, is “How do we Time-write KM activity”? Image from wikimedia commonsCreative commons licenceAuthor LetsgomusicStyle In an industry where billable hour is king, how do you time write, and therefore bill,

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Shared by Nick Milton August 14, 2023

Zero-shot text classification with Amazon SageMaker JumpStart

Favorite Natural language processing (NLP) is the field in machine learning (ML) concerned with giving computers the ability to understand text and spoken words in the same way as human beings can. Recently, state-of-the-art architectures like the transformer architecture are used to achieve near-human performance on NLP downstream tasks like

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Shared by AWS Machine Learning August 11, 2023

Amazon Translate enhances its custom terminology to improve translation accuracy and fluency

Favorite Amazon Translate is a neural machine translation service that delivers fast, high-quality, affordable, and customizable language translation. When you translate from one language to another, you want your machine translation to be accurate, fluent, and most importantly contextual. Domain-specific and language-specific customizable terminology is a key requirement for many

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Shared by AWS Machine Learning August 11, 2023

10 helpful ways to use Bard

Favorite Check out 10 ways Bard can help you get things done, from brainstorming ideas to planning trip itineraries. View Original Source (blog.google/technology/ai/) Here.

What’s the size of your "knowledge footprint"?

Favorite How far does your knowledge spread in your organisation? Image from wikimedia commons We are used to the idea of the Carbon Footprint – the amount of carbon dioxide released into the atmosphere as a result of your activities – but what about your Knowledge Footprint? This is the

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Shared by Nick Milton August 10, 2023

Advances in document understanding

Favorite Posted by Sandeep Tata, Software Engineer, Google Research, Athena Team The last few years have seen rapid progress in systems that can automatically process complex business documents and turn them into structured objects. A system that can automatically extract data from documents, e.g., receipts, insurance quotes, and financial statements,

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Shared by Google AI Technology August 9, 2023