Ling 3.0 Tiny

inclusionAI

We are introducing Ling-3.0-tiny, a lightweight hybrid reasoning MoE model with 7.9B total parameters and only 1.3B activated parameters per token. It is designed to deliver strong reasoning and agentic capabilities at low inference cost, making advanced model capabilities more accessible for local and resource-constrained deployment.

Specs

Model

Family
Ling
Variant
3.0 Tiny
Parameters
7.9B total, 1.3B active (MoE)
Weights
Open
License
MIT

Limits

Context
262,144 tokens
Max output
32,768 tokens

Modalities

Input
Text
Output
Text

Capabilities

Reasoning
Yes
Reasoning control
On / off
Tool calling
Yes

Dates

Released
10 Aug 2026

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