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Governing the ML lifecycle at scale, Part 4: Scaling MLOps with...

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Data science teams often face challenges when transitioning models from the development environment to production. These include difficulties integrating data science team’s models into...

Building the future of construction analytics: CONXAI’s AI inference on Amazon...

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This is a guest post co-written with Tim Krause, Lead MLOps Architect at CONXAI. CONXAI Technology GmbH is pioneering the development of an advanced AI...

Accelerate your Amazon Q implementation: starter kits for SMBs

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Whether you’re a small or medium-sized business (SMB) or a managed service provider at the beginning of your cloud journey, you might be wondering...

How Untold Studios empowers artists with an AI assistant built on...

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Untold Studios is a tech-driven, leading creative studio specializing in high-end visual effects and animation. Our commitment to innovation led us to a pivotal...

Protect your DeepSeek model deployments with Amazon Bedrock Guardrails

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The rapid advancement of generative AI has brought powerful publicly available large language models (LLMs), such as DeepSeek-R1, to the forefront of innovation. The...

How Aetion is using generative AI and Amazon Bedrock to translate...

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This post is co-written with Javier Beltrán, Ornela Xhelili, and Prasidh Chhabri from Aetion.  For decision-makers in healthcare, it is critical to gain a comprehensive...

Fine-tune and host SDXL models cost-effectively with AWS Inferentia2

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Building upon a previous Machine Learning Blog post to create personalized avatars by fine-tuning and hosting the Stable Diffusion 2.1 model at scale using...

Trellix lowers cost, increases speed, and adds delivery flexibility with cost-effective...

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This post is co-written with Martin Holste from Trellix.  Security teams are dealing with an evolving universe of cybersecurity threats. These threats are expanding in...

OfferUp improved local results by 54% and relevance recall by 27%...

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This post is co-written with Andrés Vélez Echeveri and Sean Azlin from OfferUp. OfferUp is an online, mobile-first marketplace designed to facilitate local transactions and...

Enhancing LLM Capabilities with NeMo Guardrails on Amazon SageMaker JumpStart

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As large language models (LLMs) become increasingly integrated into customer-facing applications, organizations are exploring ways to leverage their natural language processing capabilities. Many businesses...