Vertex AI adds Mistral AI model for powerful and flexible AI solutions

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

One of Europe’s leading providers of artificial intelligence (AI) solutions, Mistral AI, is on a mission to design highly performant and efficient open-source (OSS) foundation models. Mistral AI is teaming up with Google Cloud to natively integrate their cutting-edge AI model within Vertex AI. This integration can accelerate AI adoption by making it easy for …

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Rethinking the Role of PPO in RLHF

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

Rethinking the Role of PPO in RLHF TL;DR: In RLHF, there’s tension between the reward learning phase, which uses human preference in the form of comparisons, and the RL fine-tuning phase, which optimizes a single, non-comparative reward. What if we performed RL in a comparative way? Figure 1: This diagram illustrates the difference between reinforcement …

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How to use foundation models and trusted governance to manage AI workflow risk

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Artificial intelligence (AI) adoption is still in its early stages. As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks. Using AI for certain business tasks or without guardrails in place may also not align with an …

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Improving traffic evacuations: A case study

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Posted by Damien Pierce, Software Engineer, and John Anderson, Senior Research Director, Google Research Some cities or communities develop an evacuation plan to be used in case of an emergency. There are a number of reasons why city officials might enact their plan, a primary one being a natural disaster, such as a tornado, flood, …

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How Veriff decreased deployment time by 80% using Amazon SageMaker multi-model endpoints

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Veriff is an identity verification platform partner for innovative growth-driven organizations, including pioneers in financial services, FinTech, crypto, gaming, mobility, and online marketplaces. They provide advanced technology that combines AI-powered automation with human feedback, deep insights, and expertise. Veriff delivers a proven infrastructure that enables their customers to have trust in the identities and personal …

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Rapidly build an application in Gradio power by a Generative AI Agent

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In our new age of low-code and no-code application development, AI has become the tool of choice for rapidly extending, powering and modernizing applications. With our ever-shifting technology landscape bringing new potential and opportunity to connect and engage with customers, or optimize and infuse insights and experiences, leading organizations are racing to build new applications …

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