Ling 3.0 Flash Sante is Inclusionai's language model. A Mixture-of-Experts LLM specialized for health and medicine tasks, built on Ling 3.0 Flash with 124 billion total parameters and sparse activation.
Specifications
Canonical IDinclusionai-ling-3-flash-sante
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 SanteCurrent
InclusionAI Ling 3 Flash Fast262K$0.060$0.180Available
Ling 3.0 Flash VLAvailable
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-sante
inclusionai/ling-3.0-flash-sante