Ling 3.0 Tiny
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