InclusionAI Ling 2 Flash is Inclusionai's language model. A fast, lightweight variant of InclusionAI's Ling 2 series, optimized for low-latency language generation.
Specifications
Canonical IDinclusionai-ling-2-flash
TypeLanguage
StatusActive
CreatorInclusionai
Input ModalitiesText
Output ModalitiesText
Benchmarks
Intelligence Index
#359
Math Index
#137
MMLU-Pro
#160
GPQA
#300
HLE
#303
LiveCodeBench
#146
IFBench
#319
Time to First Token
#486
SciCode
#312
AIME 2025
#137
LCR
#345
TerminalBench Hard
#216
TAU2
#333
Output TPS
#196

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
InclusionAI Ling 3 Flash Fast262K$0.060$0.180Available
InclusionAI Ling 2.6 Flash262KDeprecated
InclusionAI Ling 2 FlashCurrent

Other Models

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

Model IDs

inclusionai-ling-2-flash
ling-flash-2-0