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Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications by Chris Fregly, Antje Barth, Shelbee Eigenbrode
- Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications
- Chris Fregly, Antje Barth, Shelbee Eigenbrode
- Page: 151
- Format: pdf, ePub, mobi, fb2
- ISBN: 9781098159221
- Publisher: O'Reilly Media, Incorporated
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Companies today are moving rapidly to integrate generative AI into their products and services. But there's a great deal of hype (and misunderstanding) about the impact and promise of this technology. With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data engineers, and data scientists find practical ways to use this exciting new technology. You'll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment. And you'll explore different types of models including large language models (LLMs) and multimodal models such as Stable Diffusion for generating images and Flamingo/IDEFICS for answering questions about images. Apply generative AI to your business use cases Determine which generative AI models are best suited to your task Perform prompt engineering and in-context learning Fine-tune generative AI models on your datasets with low-rank adaptation (LoRA) Align generative AI models to human values with reinforcement learning from human feedback (RLHF) Augment your model with retrieval-augmented generation (RAG) Explore libraries such as LangChain and ReAct to develop agents and actions Build generative AI applications with Amazon Bedrock
Generative AI on Aws: Building Context-Aware Multimodal
Pocketbok (Bok med mykt omslag og limt rygg) "Generative AI on Aws: Building Context-Aware Multimodal Reasoning Applications" av Chris Fregly. På engelsk.
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Generative AI on Aws by Chris Fregly
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Generative AI on Aws: Building Context-Aware Multimodal
With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data
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Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications.
Generative AI on Aws: Building Context-Aware Multimodal
Dec 19, 2023 —
Decoding Generative AI: Discover the new AWS AI services
Building on 20+ years of AI leadership, these generative AI tools make it faster and easier to launch AI applications. During this on-demand webinar, you will
Generative AI on AWS: Building Context-Aware Multimodal
It covers large language models (LLMs) and their use within Amazon SageMaker, providing insights into multiple types of fine-tuning and building applications
AI & Machine Learning
Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications.
Generative AI on Aws: Building Context-Aware Multimodal
Generative AI on Aws: Building Context-Aware Multimodal Reasoning Applications. [ Paperback ] 바인딩 & 에디션 안내이동. Fregly, Chris / Barth, Antje
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