Controlling Language and Diffusion Models by Transporting Activations

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The increasing capabilities of large generative models and their ever more widespread deployment have raised concerns about their reliability, safety, and potential misuse. To address these issues, recent works have proposed to control model generation by steering model activations in order to effectively induce or prevent the emergence of concepts or behaviours in the generated …

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Implement RAG while meeting data residency requirements using AWS hybrid and edge services

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With the general availability of Amazon Bedrock Agents, you can rapidly develop generative AI applications to run multi-step tasks across a myriad of enterprise systems and data sources. However, some geographies and regulated industries bound by data protection and privacy regulations have sought to combine generative AI services in the cloud with regulated data on …

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Unlock multimodal search at scale: Combine text & image power with Vertex AI

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The way users search is evolving. When searching for a product, users might type in natural-sounding language or search with images. In return, they want tailored results that are specific to their query. To meet these demands, developers need robust multimodal search systems. In this blog post, we’ll share a powerful approach to build a …

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LlamaV-o1: Curriculum learning–based LLM shows benefits of step-by-step reasoning in AI systems

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

A team of AI researchers at Mohamed bin Zayed University of AI, in Abu Dhabi, working with a colleague from the University of Central Florida, has developed a curriculum learning–based LLM, called LlamaV-o1, that its makers claim shows the benefits of step-by-step reasoning in AI systems. In their study, published on the arXiv preprint server …

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New Year & New Tech – Getting to know the Community’s Setups.

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Howdy, I got this idea from all the new GPU talk going around with the latest releases as well as allowing the community to get to know each other more. I’d like to open the floor for everyone to post their current PC setups whether that be pictures or just specs alone. Please do give …

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KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs

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Multilingual knowledge graphs (KGs) provide high-quality relational and textual information for various NLP applications, but they are often incomplete, especially in non-English languages. Previous research has shown that combining information from KGs in different languages aids either Knowledge Graph Completion (KGC), the task of predicting missing relations between entities, or Knowledge Graph Enhancement (KGE), the …

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How BQA streamlines education quality reporting using Amazon Bedrock

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Given the value of data today, organizations across various industries are working with vast amounts of data across multiple formats. Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. This is where intelligent document processing (IDP), coupled with the power of generative AI, emerges as …

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Announcing Mistral AI’s Mistral Large 24.11 and Codestral 25.01 models on Vertex AI

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Editor’s note: This announcement was originally published on November 21, 2024, announcing the general availability of Mistral Large 24.11 on Vertex AI. This announcement was updated on January 13, 2025, to reflect the availability of Codestral 25.01, Mistral AI’s newest model designed for code generation tasks.  In July, we announced the availability of Mistral AI’s …

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