# Ling 3.1 Flash Base

Ling 3.1 Flash Base is a model from inclusionAI with open weights, first recorded on 4 Nov 2026; its release date is not established.

- Developer: inclusionAI
- Id: inclusionAI/Ling-3.1-flash-base
- Sighting: 2026-11-04T15:44:20.257Z
  - [evidence link](https://huggingface.co/inclusionAI/Ling-3.1-flash-base)
- Status: Released
- Weights version: 2026-10-25
  - [evidence link](https://huggingface.co/api/models/inclusionAI/Ling-3.1-flash-base/paths-info/c2cad79e46fcb7b46d96f9cf876ce1f2418b6e64)
- Canonical: https://alexgetman.com/models/inclusionai/ling-3-1-flash-base/

## Questions

### Are the weights of Ling 3.1 Flash Base publicly available?

Yes. inclusionAI publishes the weights.

### When was Ling 3.1 Flash Base released?

Its release date is not established. Signal Forge first recorded it on 4 Nov 2026.

## Evidence links

- [hf-artifacts:inclusionAI/Ling-3.1-flash-base](https://huggingface.co/api/models/inclusionAI/Ling-3.1-flash-base/paths-info/c2cad79e46fcb7b46d96f9cf876ce1f2418b6e64)
- [huggingface:inclusionAI](https://huggingface.co/inclusionAI/Ling-3.1-flash-base)
- [review](https://huggingface.co/inclusionAI/Ling-3.1-flash-base/blob/c2cad79e46fcb7b46d96f9cf876ce1f2418b6e64/README.md)

## Signals