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Models2026-08-18 · source-backed
OpenMOSS (Xipeng Qiu's group, 32 authors) released MOSS-VL on Aug 15, built on gated cross-attention so it can ingest incoming video frames during generation, with visual tokens kept outside the decoded sequence. 66.0 on OmniMMI Proactive Alerting against a 37.5 baseline, time-to-first-token 5.1x faster than Qwen3-VL-8B. All five checkpoints, the staged training curriculum, and inference code released. At 430 upvotes it's by a wide margin the most-upvoted paper on HuggingFace Daily Papers today.
Each link below shares sources, entities, or timing with this story.
Shared entity: Qwen3 / Same source domain / Shared topic / Earlier coverage / Tension
Both cover Qwen3; reported by the same outlet (arxiv.org); overlapping topics (against, author, code).
Both cover Qwen3; reported by the same outlet (arxiv.org); overlapping topics (against, code).
Shared entities / Same source domain / Earlier coverage
Both cover HuggingFace Daily Papers, Qwen3; reported by the same outlet (arxiv.org); earlier HuggingFace Daily Papers coverage from 2026-08-17.
Shared entity: VLM / Same source domain / Shared topic / Earlier coverage
Both cover VLM; reported by the same outlet (arxiv.org); overlapping topics (author, code).
Shared entity: Qwen3 / Same source domain / Shared topic / Earlier coverage
Both cover Qwen3; reported by the same outlet (arxiv.org); overlapping topics (baseline, during).
Shared entity: HuggingFace Daily Papers / Same source domain / Shared topic / Earlier coverage
Both cover HuggingFace Daily Papers; reported by the same outlet (arxiv.org); overlapping topics (code, paper).
Shared entity: VLM / Same source domain / Earlier coverage / Downstream implication
Both cover VLM; reported by the same outlet (arxiv.org); earlier VLM coverage from 2026-07-29.
Shared entity: HuggingFace Daily Papers / Same source domain / Earlier coverage / Tension
Both cover HuggingFace Daily Papers; reported by the same outlet (arxiv.org); earlier HuggingFace Daily Papers coverage from 2026-07-13.