Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual agent capabilities. Hybrid instant/reasoning model with tool calling.
Retired on Oct 1, 2026: requests to this model ID now return an error. These models are live and work with the same API key.
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual agent capabilities. Hybrid instant/reasoning model with tool calling.
No. Ling 3.0 Flash VL was retired on NagaAI on Oct 1, 2026, and requests to it now return an error. Live models you can use instead with the same API key: Ling 3.0 Flash Sante, Ling 3.1 Flash and LFM3-1.7B.
It takes text and images as input and returns text.
