AWS Machine Learning Blog

MARCH 18, 2024

NVIDIA NIM m icroservices now integrate with Amazon SageMaker , allowing you to deploy industry-leading large language models (LLMs) and optimize model performance and cost. In this post, we provide a high-level introduction to NIM and show how you can use it with SageMaker.

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LLM Deep Learning Machine Learning Large Language Models 95

Flipboard

NOVEMBER 20, 2023

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories, databases, and APIs without the need to fine-tune it. There are two models in this implementation: the embeddings model and the LLM that generates the final response.

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Auto-complete LLM Machine Learning Natural Language Processing 128

AWS Machine Learning Blog

MAY 1, 2024

Large language models (LLMs) are making a significant impact in the realm of artificial intelligence (AI). Their impressive generative abilities have led to widespread adoption across various sectors and use cases, including content generation, sentiment analysis, chatbot development, and virtual assistant technology.

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Auto-complete ML Deep Learning Generative AI 84

deepsense.ai

FEBRUARY 28, 2024

The wide adoption of ChatGPT and other large language models (LLMs) among individuals made companies of all sizes and across all sectors of industry wonder how they could benefit from this upward-trending technology. Fortunately, recent developments in the field have allowed companies to significantly lower these expenses.

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Generative AI LLM Neural Network Algorithm 104

AWS Machine Learning Blog

NOVEMBER 15, 2023

Llama 2 stands at the forefront of AI innovation, embodying an advanced auto-regressive language model developed on a sophisticated transformer foundation. Llama 2 demonstrates the potential of large language models (LLMs) through its refined abilities and precisely tuned performance.

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LLM Large Language Models Chatbots Generative AI 85

AWS Machine Learning Blog

JUNE 13, 2023

Last week, Technology Innovation Institute (TII) launched TII Falcon LLM , an open-source foundational large language model (LLM). In this post, we demonstrate how to deploy Falcon for applications like language understanding and automated writing assistance using large model inference deep learning containers on SageMaker.

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Auto-complete Deep Learning LLM Software Engineer 69

deepsense.ai

FEBRUARY 28, 2024

The wide adoption of ChatGPT and other large language models (LLMs) among individuals made companies of all sizes and across all sectors of industry wonder how they could benefit from this upward-trending technology. Fortunately, recent developments in the field have allowed companies to significantly lower these expenses.

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Generative AI LLM Neural Network Algorithm 52