AI

Automate fine-tuning of Llama 3.x models with the new visual designer for Amazon SageMaker Pipelines | Amazon Web Services
22 Oct

Automate fine-tuning of Llama 3.x models with the new visual designer for Amazon SageMaker Pipelines | Amazon Web Services

stp2y0 CommentsAI
You can now create an end-to-end workflow to train, fine tune, evaluate, register, and deploy generative AI models with the visual designer for Amazon SageMaker Pipelines. SageMaker Pipelines is a serverless workflow orchestration service purpose-built for foundation model operations (FMOps). It accelerates your generative AI journey from prototype to production because you don’t need to learn about specialized workflow frameworks to automate model development or notebook execution at scale. Data scientists and machine learning (ML) engineers use pipelines for tasks such as continuous fine-tuning of large language models (LLMs) and scheduled notebook job workflows. Pipelines can scale up to run…
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Long Context Compression with Activation Beacon
22 Oct

Long Context Compression with Activation Beacon

stp2y0 CommentsAI
How do we make LLMs handle long contexts without breaking the bank on computational costs? This is a pressing issue because tasks like document understanding and long-form text generation require processing more information than ever. The quadratic complexity of attention mechanisms in transformers means that, as we extend the context, the computation and memory requirements skyrocket. In this post, we will explore how "Activation Beacon," a new method for long context compression (trending on AImodels.fyi!), attempts to solve this problem. We’ll dig into what makes this approach effective, how it works, and the benefits it brings. And I’ll also highlight…
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Generative AI foundation model training on Amazon SageMaker | Amazon Web Services
22 Oct

Generative AI foundation model training on Amazon SageMaker | Amazon Web Services

stp2y0 CommentsAI
To stay competitive, businesses across industries use foundation models (FMs) to transform their applications. Although FMs offer impressive out-of-the-box capabilities, achieving a true competitive edge often requires deep model customization through pre-training or fine-tuning. However, these approaches demand advanced AI expertise, high performance compute, fast storage access and can be prohibitively expensive for many organizations. In this post, we explore how organizations can address these challenges and cost-effectively customize and adapt FMs using AWS managed services such as Amazon SageMaker training jobs and Amazon SageMaker HyperPod. We discuss how these powerful tools enable organizations to optimize compute resources and reduce the complexity…
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22 Oct

IBM Launches IBM Guardium Data Security Center

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IBM Guardium Data Security Center provides unified, SaaS-first data security capabilities amid hybrid cloud, AI, and quantum transformation New software part of IBM’s comprehensive approach for protecting hybrid cloud and AI As hybrid cloud-, AI-, and quantum-related risks upend the traditional data security paradigm, IBM (NYSE: IBM) is launching IBM Guardium Data Security Center – allowing organizations to protect data in any environment, throughout its full lifecycle, and with unified controls. IBM Guardium Data Security Center provides a common view of organizations’ data assets, empowering security teams to integrate workflows and address data monitoring and governance, data detection and response, data and AI security posture management,…
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22 Oct

cPacket Introduces Packet Capture cStor 200S

stp2y0 CommentsAI
Next-generation appliance delivers sustained and concurrent capture-to-disk, indexing and analytics at 200Gbps—more than double the speed of industry competitors. cPacket Networks Inc., a leader in network observability and security monitoring solutions, today announced the launch of the Packet Capture cStor 200S, the latest addition to its Packet Capture and analytics portfolio, extending its performance lead over competitors. Engineered to meet the escalating demands of enterprise data centers, high-frequency trading platforms, and mission-critical networks, the Packet Capture cStor 200S delivers 200Gbps concurrent packet capture, indexing, and analytics, ensuring unparalleled security and performance for cPacket customers. While competitors struggle to operate at 100Gbps, the cStor 200S…
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Anthropic Wants Its AI Agent to Control Your Computer
22 Oct

Anthropic Wants Its AI Agent to Control Your Computer

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Demos of AI agents can seem stunning but getting the technology to perform reliably and without annoying, or costly, errors in real life can be a challenge. Current models can answer questions and converse with almost human-like skill and are the backbone of chatbots such as OpenAI’s ChatGPT and Google’s Gemini. They can also perform tasks on computers when given a simple command by accessing the computer screen as well as input devices like a keyboard and trackpad or through low-level software interfaces.Anthropic says that Claude outperforms other AI agents on several key benchmarks including SWE-bench, which measures an agent's…
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22 Oct

Inflection AI announced the acquisition of Boundaryless

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Inflection AI today announced its acquisition of Boundaryless, a leading Robotic Process Automation (RPA) solution provider in Europe, to support the rapid deployment of its AI agent capabilities within the enterprise. Boundaryless delivers data transformation, automation, AI and analytics solutions to clients in finance, energy, healthcare, manufacturing and beyond. Boundaryless’ award-winning team brings deep experience deploying and integrating AI and automation technologies, like UiPath, for Fortune 500 customers globally. Their proven track record implementing data, AI and automation solutions across industries and use cases has saved customers millions of dollars and dramatically increased efficiency and accuracy. With this transaction, the Boundaryless…
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