InclusionAI Ling 3 Tiny is Inclusionai's language model with a 262K context window and up to 33K output tokens. An efficient 7.9B-parameter MoE model with only 1.3B active parameters per token, designed for responsive AI agents, reliable instruction following, and natural multi-turn conversation.
Specifications
Canonical IDinclusionai-ling-3-tiny
TypeLanguage
StatusActive
CreatorInclusionai
Context Window262K tokens
Max Output33K tokens
Input ModalitiesText
Output ModalitiesText
Reasoning Effortsdefault
Release Date · 6 days ago
Benchmarks
Intelligence Index
24.5
#147
Coding Index
26.5
#92
GPQA
0.7
#187
HLE
0.1
#190
Time to First Token
1.89s
#483
SciCode
0.2
#331
LCR
0.6
#145
Output TPS

Capabilities

Input1/5
Text
Image·
Audio·
Video·
PDF·
Output1/5
Text
Image·
Audio·
Video·
Embedding·
Capabilities3/13
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 Tiny262KCurrent
InclusionAI Ling 2.6 Flash262K$0.010$0.030Available
InclusionAI Ling 2 FlashAvailable
InclusionAI Ling 2 MiniAvailable
InclusionAI Ling 1TAvailable

Model IDs

inclusionai-ling-3-tiny
inclusionai/ling-3.0-tiny
inclusionai/ling-3.0-tiny-free
inclusionai/ling-3.0-tiny:free
ling-3-0-tiny
ling-3-0-tiny-rc2