AWS Machine Learning Blog

MARCH 14, 2024

Building large language models (LLMs) from scratch or customizing pre-trained models requires substantial compute resources, expert data scientists, and months of engineering work. Launched in 2017, Amazon SageMaker is a fully managed service that makes it straightforward to build, train, and deploy ML models.

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Generative AI Prompt Engineer Prompt Engineering AI 119

O'Reilly Media

DECEMBER 12, 2023

Another group of cases involving text (typically novels and novelists) argue that using copyrighted texts as part of the training data for a Large Language Model (LLM) is itself copyright infringement, 1 even if the model never reproduces those texts as part of its output.

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AI AI LLM Black Box AI 102

Mlearning.ai

SEPTEMBER 5, 2023

Hallucination in the context of language models refers to the generation of text or responses that seem syntactically sound, fluent, and natural but are factually incorrect, nonsensical, or unfaithful to the provided source input. Furthermore, they have been shown to possess an impressive ability to generate fluent and coherent text.

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Large Language Models LLM Machine Learning Knowledge Model 52

AWS Machine Learning Blog

JULY 9, 2024

Sonnet currently ranks at the top of S&P AI Benchmarks by Kensho , which assesses large language models (LLMs) for finance and business. 1,614,762 $1,625,687 $1,586,008 Domain knowledge Models must demonstrate an understanding of business and financial terms, practices, and formulae. Anthropic Claude 3.5

Generative AI 123

Generative AI LLM Machine Learning AI 123