Ling-3.0-flash-VL 124B Multimodal Model with 1M Context
September 8, 2026
Ling-3.0-flash-VL uses a 124B parameter MoE architecture with 5.5B active parameters per token to support 1M token context windows. It integrates a ViT encoder with VideoRoPE to enable temporal reasoning and event localization in video processing.
HOW THIS AFFECTS YOU
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builderYou can deploy this for high-throughput multimodal agentic workflows using the efficient MoE architecture.
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researcherThe 5:1 KDA to Gated MLA layer ratio provides a specific architecture to study for long-context efficiency.