Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
Details
| Field | Value |
|---|---|
| id | inclusionai/ling-3.1-flash |
| family | ling |
| modality | text->text |
| context_length | 262144 |
| max_output_tokens | 235929 |
| release_date | 2026-10-02 |
| is_open_weights | no |
| supports_tool_call | yes |
| supports_reasoning | yes |
| supports_structured_output | yes |
| supports_attachment | no |
| input_modalities | text |
| output_modalities | text |