InclusionAI Ling 2 Mini is Inclusionai's language model. A compact variant of InclusionAI's Ling 2 series, designed for efficient deployment in resource-constrained environments.
Specifications
Canonical IDinclusionai-ling-2-mini
TypeLanguage
StatusActive
CreatorInclusionai
Input ModalitiesText
Output ModalitiesText
Benchmarks
Intelligence Index
#495
Math Index
#168
MMLU-Pro
#243
GPQA
#369
HLE
#370
LiveCodeBench
#179
IFBench
#398
Time to First Token
#166
SciCode
#462
AIME 2025
#168
LCR
#406
TerminalBench Hard
#358
TAU2
#373
Output TPS
#400

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
Ling 3.0 Flash VL262K$0.060$0.180Available
Ling 3.0 Flash Sante262KAvailable
InclusionAI Ling 3 Flash Fin262K$0.060$0.180Available
InclusionAI Ling 3 Tiny256KAvailable
InclusionAI Ling 3 Flash Fast262K$0.060$0.180Available
InclusionAI Ling 2.6 Flash262KDeprecated
InclusionAI Ling 2 MiniCurrent
InclusionAI Ling 2 FlashAvailable
Ming Image 0.1 DesignAvailable
Ming Image 0.1 Design LayerAvailable
InclusionAI Ling 1TAvailable

Model IDs

inclusionai-ling-2-mini
ling-mini-2-0