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NVIDIA releases SANA-WM for single-GPU minute-scale 720p video generation

By PulseAugur Editorial · Summary by gemini-2.5-flash-lite from 3 sources

NVIDIA has released SANA-WM, an open-source world model with 2.6 billion parameters designed to generate minute-long, 720p videos on a single GPU. This model addresses the significant computational challenges previously associated with creating high-resolution, long-duration video sequences. SANA-WM employs a novel architecture featuring Gated DeltaNet and hybrid linear attention to efficiently handle long video sequences, enabling faster inference times. AI

Summary written by gemini-2.5-flash-lite from 3 sources. How we write summaries →

IMPACT Enables more accessible, high-quality video generation for research and applications, potentially lowering the barrier for embodied AI and robotics development.

RANK_REASON Open-source model release from a major AI lab with technical details.

Read on MarkTechPost →

NVIDIA releases SANA-WM for single-GPU minute-scale 720p video generation

COVERAGE [3]

  1. MarkTechPost TIER_1 · Asif Razzaq ·

    NVIDIA Introduces SANA-WM: A 2.6B-Parameter Open-Source World Model That Generates Minute-Scale 720p Video on a Single GPU

    <p>Researchers from NVIDIA introduce SANA-WM, an open-source camera-controlled world model that generates 60-second, 720p videos with precise 6-DoF camera control — trained on 64 H100 GPUs and deployable on a single RTX 5090.</p> <p>The post <a href="https://www.marktechpost.com/…

  2. Mastodon — sigmoid.social TIER_1 · [email protected] ·

    NVIDIA has introduced SANA-WM, a 2.6 billion parameter open-source world model capable of generating minute-scale 720p video on a single GPU. The model represen

    NVIDIA has introduced SANA-WM, a 2.6 billion parameter open-source world model capable of generating minute-scale 720p video on a single GPU. The model represents a significant advancement in world model technology, enabling real-time video generation without requiring massive co…

    LINKS marktechpost.com/…/nvidia-introduces-sana…
  3. Mastodon — fosstodon.org TIER_1 · [email protected] ·

    NVIDIA has unveiled SANA-WM, a 2.6 billion parameter open-source world model capable of generating minute-long 720p video on a single RTX 5090 GPU. The model us

    NVIDIA has unveiled SANA-WM, a 2.6 billion parameter open-source world model capable of generating minute-long 720p video on a single RTX 5090 GPU. The model uses hybrid linear attention to achieve scale. https://www. marktechpost.com/2026/05/16/nv idia-introduces-sana-wm-a-2-6b-…

    LINKS marktechpost.com/…/nvidia-introduces-sana…

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