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Alibaba (Qwen)Notable

ABot-World-0

Released Jul 9, 2026

Open-weight 5B action-conditioned interactive video world model from Alibaba's AMAP CV Lab that streams open-ended worlds on a single consumer GPU.

Output
Live video stream
Interactive
Yes
Inputs
text, image, actions
Max session
—
Resolution
720p
Frame rate
16 fps
Access
Generally available
Licence
Apache License 2.0
Strengths & weaknesses

Strengths

  • 720p at up to 16 FPS on a single RTX 5090 (~19 GiB peak VRAM)
  • 1.2 s action-to-first-frame latency
  • Apache-2.0 open weights plus browser studio and HF Space demo
  • Experimental 24-hour uninterrupted rollout demo published

Weaknesses

  • 16 FPS ceiling relies on optimized low-bit configurations

Developer is AMAP (Alibaba's mapping/location unit) CV Lab — mapped to company 'alibaba' (companies.json name is 'Alibaba (Qwen)'; caller may prefer a separate id). releaseDate = HF news log 'We release the causal student model' 2026-07-09; paper arXiv 2607.19191 submitted 2026-07-21. maxSessionSec null: the model claims open-ended generation; the 24-hour run is described as an experimental demo, not a limit.

Links

API model strings

  • huggingfaceacvlab/ABot-World-0-5B-LF