Ling 3.0 Flash VL is Inclusionai's language model. A vision-language MoE model built on Ling 3.0 Flash that adds native visual perception and visual agent capabilities alongside strong language skills.
Specifications
Canonical IDinclusionai-ling-3-flash-vl
TypeLanguage
StatusActive
CreatorInclusionai
Input ModalitiesText
Output ModalitiesText

Capabilities

Input1/5
Text
Image·
Audio·
Video·
PDF·
Output1/5
Text
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
InclusionAI Ling 3 Flash Fin262KAvailable
Ling 3.0 Flash VLCurrent
InclusionAI Ling 3 Flash Fast262K$0.060$0.180Available
Ling 3.0 Flash SanteAvailable
InclusionAI Ling 2.6 Flash262KDeprecated
InclusionAI Ling 2 FlashAvailable

Other Models

ModelTierReleasedContextInput / 1MOutput / 1M
InclusionAI Ling 3 Tiny256K
InclusionAI Ling 2 Mini
InclusionAI Ling 1T

Model IDs

inclusionai-ling-3-flash-vl
inclusionai/ling-3.0-flash-vl