7.9BInclusionAI is the open-source AGI research effort of Ant Group, based in Hangzhou. It publishes the Ling language models, the Ring reasoning models, the Ming multimodal models and the LLaDA diffusion language models, mostly under MIT or Apache licenses.
- Type
- Corporate division
- AI lab
Model family
Ling
InclusionAI is the open-source AGI research effort of Ant Group, based in Hangzhou. It publishes the Ling language models, the Ring reasoning models, the Ming multimodal models and the LLaDA diffusion language models, mostly under MIT or Apache licenses.
Latest Ling models
Models in this family
6 catalogued models
6 models · 1–6
| Select models to compare | Model | Released | Context | Input /M | Output /M | Parameters | Type | I/O | Openness |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 TinyInclusionAI | November 5, 2026 | 262K | $0.015 | $0.045 | 7.9B | Text | text → text | Open weights | |
| Ling 3.1 FlashInclusionAI | September 29, 2026 | 1M | $0.045 | $0.135 | 572B | Text | text → text | Open weights | |
| Ling 3.0 Flash SanteInclusionAI | September 4, 2026 | 262K | $0.042 | $0.1232 | — | Text | text → text | Closed | |
| Ling 3.0 Flash VLInclusionAI | September 4, 2026 | 131K | $0.06 | $0.18 | 125B | Text | text, image, video → text | Open weights | |
| Ling 3.0 Flash FinInclusionAI | August 27, 2026 | 262K | $0.042 | $0.1232 | 127B | Text | text → text | Open weights | |
| Ling 3.0 FlashInclusionAI | July 23, 2026 | 262K | $0.021 | $0.063 | 127B | Text | text → text | Open weights |