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What is MLPerf Endpoints, and why it matters to buyers

A buyer's guide to MLPerf Endpoints: the full operating frontier, five metrics that map to decisions, and how to read a result. The post What is MLPerf Endpoints, and why it matters to buyers appeared first on MLCommons.

MLCommons9 min read

Latest AI News

  • How to prompt Seedream 5.0

    Seedream 5.0 brings multi-step reasoning, example-based editing, and deep domain knowledge to image generation. Here's what you should know.

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  • Recraft V4: image generation with design taste

    Recraft V4 generates art-directed images — and actual editable SVGs — with strong composition, accurate text rendering, and what the Recraft team calls "design taste." Four models are available on Replicate now.

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  • Run Isaac 0.1 on Replicate

    Isaac 0.1 is a lightweight, grounded vision-language model built for real-world perception.

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  • Run FLUX.2 on Replicate

    FLUX.2 brings professional-grade image generation and editing with unprecedented detail, multi-reference support, and enterprise efficiency.

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  • How to prompt Nano Banana Pro

    Nano Banana Pro brings powerful new capabilities in image generation and editing. Here are the main prompt tricks you should know.

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  • Replicate is joining Cloudflare

    Replicate’s going to carry on as a distinct brand, and all that’ll happen is that it’s going to get way better. It’ll be faster, we’ll have more resources, and it’ll integrate with the rest of Cloudflare’s Developer Platform.

    Replicate Blog2 min read
  • How to prompt Veo 3.1

    Google's Veo 3.1 brings powerful new video generation capabilities including reference images, first/last frame control, and enhanced image-to-video. Here's everything you need to know.

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  • IBM's Granite 4.0 is now on Replicate

    IBM has released Granite 4.0, their latest family of open-source small language models built for speed and low cost.

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  • How to prompt Veo 3 with images

    Image input in Veo 3 has been highly anticipated, and it’s now on Replicate. Here are some of the coolest and most useful tricks we discovered.

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  • Open source video is back

    It’s a huge leap forward from 2.1 with sharp physics, faster generation, and more control. And because it’s fully open source, it opens the door to high-quality video tools for anyone at an astounding fraction of the cost.

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  • Generate consistent characters

    We compare the best image models for generating consistent characters from a single reference image.

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