A 2.5B omnimodal text+vision+audio encoder built by merging Qwen3 specialists.
A workable 2.4B-parameter dense embedding model from BidirLM. Treat the modality benchmarks above as the leading indicator of fit — composite scoring across modalities is still maturing.
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