Ling

by Inclusion AI

About the model:

Reasoning model with claims of comparable performance to DeepSeek-R1.

Model type:

Text

Model performance class:

Latest

Link to the model:

https://huggingface.co/inclusionAI/Ling-2.5-1T

Base models:

Ling-2.5-1T

End model:

Ring-2.5-1T

End model license:

MIT License

About the organisation:

Inclusion AI, an organization within the Ant Group, an affiliate company of the Chinese multinational technology company Alibaba.

Link to the organisation:

https://github.com/inclusionAI

Model release date:

February 2026

Availability

Base Model Data

Pretraining datasets not disclosed.

End User Model Data

Finetuning datasets published on HuggingFace.

https://huggingface.co/inclusionAI/datasets

Base Model Weights

Model weights made available on HuggingFace.

https://huggingface.co/inclusionAI/Ling-2.5-1T

End User Model Weights

Model weights made available on HuggingFace.

https://huggingface.co/inclusionAI/Ring-2.5-1T

Training Code

No training code found.

Documentation

Code Documentation

No code, so no documentation.

Hardware Architecture

No information on hardware architecture found.

Preprint

No preprint found.

Paper

No peer-reviewed paper found.

Modelcard

Model card contains some useful info.

https://huggingface.co/inclusionAI/Ring-1T

Datasheet

No datasheet found.

Access

Licenses

Model released under MIT license, an OSI-approved license.

https://huggingface.co/inclusionAI/Ling-2.5-1T#license

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