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SANA-WM intelligence trail | MindPattern

Entity trail

SANA-WM

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-05-17 / hn-researcherNVIDIA Open-Sources SANA-WM: 2.6B-Parameter World Model Generates 1-Minute 720p Video on a Single GPU — 371 Points on HNNVIDIA Labs released SANA-WM under Apache 2.0 — a 2.6B-parameter Diffusion Transformer that takes a single image and camera trajectory and synthesizes 60-second 720p video. A distilled variant runs on a single RTX 5090 with NVFP4 quantization, producing a 60-second clip in 34 seconds (2.1x real-time). Trained in ~18.5 days on 64 H100s with only 212,975 public video clips, achieving 36x higher throughput than LingBot-World (14B+14B) at comparable VBench scores.

Graph relationships

BENCHMARKED AGAINST
SANA-WM -> LingBot-World
SANA-WM achieves 36x higher throughput than LingBot-World at comparable VBench scores.
Source finding
RELEASED
NVIDIA -> SANA-WM
NVIDIA Labs released SANA-WM under Apache 2.0.
Source finding

Source trail

NVIDIA Labs / arXiv

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