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Tuesday

  16. AWS Machine Learning

    Generating Images and Videos with vLLM-Omni on SageMaker AI (Part 2)

    On Amazon SageMaker AI, deploy two endpoints using the same AWS vLLM-Omni DLC image: a real-time endpoint running FLUX.2-klein-4B to generate images, and an asynchronous endpoint running Wan2.1-VACE-1.3B for image-conditioned video generation. A text prompt first generates a PNG, which is then sent along with a motion prompt to the video endpoint; the generated MP4 is retrieved from Amazon S3, and the example also provides a command-line workflow and an optional Streamlit interface.

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    #lab#Tutorials / practice#English text is being prepared.#Multimodal

Monday

  3. Data Center Knowledge

    Can Supercapacitors Smooth Out Power Fluctuations from AI Loads?

    A September 2026 IDTechEx report notes that supercapacitors play three roles in data centers—voltage stabilization, peak shaving, and short-duration backup power—and can charge and discharge at the millisecond-to-second level to track AI training cycles; its data center market is projected to reach $950 million by 2037, with a compound annual growth rate of 40.9% starting in 2026. EDLCs typically provide about 2 minutes of backup power, with some hybrid types reaching 10 minutes, and experts generally view them as a complement to, rather than a replacement for, UPS systems and batteries.

    A September 2026 IDTechEx report notes that supercapacitors play three roles in data centers—voltage stabilization, peak shaving, and short-duration backup power—and can charge and discharge at the millisecond-to-second level to track AI training cycles; its data center market is projected to reach $950 million by 2037, with a compound annual growth rate of 40.9% starting in 2026. EDLCs typically provide about 2 minutes of backup power, with some hybrid types reaching 10 minutes, and experts gen

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    #hot-signal#Industry news#English text is being prepared.#English text is being prepared.