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An introduction to preparing your own dataset for LLM training

An introduction to preparing your own dataset for LLM training

Large language models (LLMs) have demonstrated remarkable capabilities in a wide range of linguistic tasks. However, the performance of these models is heavily influenced by the data used during the training process. In this blog post, we provide an introduction to preparing your own dataset for LLM training. Whether your goal is to fine-tune a pre-trained …

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Design multi-agent orchestration with reasoning using Amazon Bedrock and open source frameworks

Design multi-agent orchestration with reasoning using Amazon Bedrock and open source frameworks

As generative AI capabilities evolve, successful business adoptions hinge on the development of robust problem-solving capabilities. At the forefront of this transformation are agentic systems, which harness the power of foundation models (FMs) to tackle complex, real-world challenges. By seamlessly integrating multiple agents, these innovative solutions enable autonomous collaboration, decision-making, and efficient problem-solving in diverse …

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Microsoft Cost Management—2024 year in review 

Microsoft Cost Management—2024 year in review 

Introduction  The year 2024 was all about accelerating advancements in AI technologies with improved and much more powerful language models, agent eco-systems and accompanying tools to build them, and of course advancements in the silicon layer. As companies adopt these new technologies, they are also focused on the ROI (Return on investment) and you as …

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How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model

How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model

This post is co-written with Marta Cavalleri and Giovanni Germani from Fastweb, and Claudia Sacco and Andrea Policarpi from BIP xTech. AI’s transformative impact extends throughout the modern business landscape, with telecommunications emerging as a key area of innovation. Fastweb, one of Italy’s leading telecommunications operators, recognized the immense potential of AI technologies early on …

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Using natural language in Amazon Q Business: From searching and creating ServiceNow incidents and knowledge articles to generating insights

Using natural language in Amazon Q Business: From searching and creating ServiceNow incidents and knowledge articles to generating insights

Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. Generative AI–powered assistants such as Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. Amazon Q Business …

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Announcing the o1 model in Azure OpenAI Service: Multimodal reasoning with “astounding” analysis

We are pleased to announce that the o1 model is coming soon to Microsoft Azure OpenAI Service. This multimodal model brings advanced reasoning capabilities and improvements that will significantly enhance your AI applications and solutions. The o1 model supports both text and vision inputs, making it ideal for a wide range of applications from complex …

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Simplify multimodal generative AI with Amazon Bedrock Data Automation

Simplify multimodal generative AI with Amazon Bedrock Data Automation

Developers face significant challenges when using foundation models (FMs) to extract data from unstructured assets. This data extraction process requires carefully identifying models that meet the developer’s specific accuracy, cost, and feature requirements. Additionally, developers must invest considerable time optimizing price performance through fine-tuning and extensive prompt engineering. Managing multiple models, implementing safety guardrails, and …

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How TUI uses Amazon Bedrock to scale content creation and enhance hotel descriptions in under 10 seconds

How TUI uses Amazon Bedrock to scale content creation and enhance hotel descriptions in under 10 seconds

TUI Group is one of the world’s leading global tourism services, providing 21 million customers with an unmatched holiday experience in 180 regions. TUI Group covers the end-to-end tourism chain with over 400 owned hotels, 16 cruise ships, 1,200 travel agencies, and 5 airlines covering all major holiday destinations around the globe. At TUI, crafting …

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