3 Articles
3 Articles
Multimodal AI on Developer GPUs: Alibaba Releases Qwen2.5-Omni-3B with 50% Lower VRAM Usage and Nearly-7B Model Performance
Multimodal foundation models have shown substantial promise in enabling systems that can reason across text, images, audio, and video. However, the practical deployment of such models is frequently hindered by hardware constraints. High memory consumption, large parameter counts, and reliance on high-end GPUs have limited the accessibility of multimodal AI to a narrow segment of institutions and enterprises. As research interest grows in deployi…
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