AMAP's ABot-World-0 runs an interactive video world on one RTX 5090

The open 5B model generates 720p video at up to 16 FPS, though AMAP's default FP8 configuration reached 13.3 FPS.

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Primary source: X

Why it matters

ABot-World-0 moves interactive world generation onto one desktop GPU, but AMAP's own results show that the 16 FPS headline depends on aggressive quantization and a tightly optimized inference stack.

AMAP's ABot-World-0 runs an interactive video world on one RTX 5090 — The open 5B model generates 720p video at up to 16 FPS, though AMAP's default FP8 configuration reached 13.3 FPS.

AMAP CV Lab researchers Fan Jiang and 40 coauthors published a technical report on July 21st detailing ABot-World-0, an action-controlled video model designed to generate a continuously explorable world on a single Nvidia RTX 5090 desktop GPU.

AK (@_akhaliq) highlighted the work in a thread on X on July 22nd. The report followed AMAP CV Lab's July 9th release of the model weights, inference code, local interface and online playground.…

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