Can I run Ling-mini 2.0 offline?

Yes. Ling-mini 2.0 is a downloadable model: with Your Own AI it runs entirely on your computer, works with no internet connection, and your conversations never leave your device.

What hardware does Ling-mini 2.0 need?

The smallest variant (16B-A1.4B (MoE), a 9.9 GB download) runs on a machine with 24 GB of memory. Larger variants want more memory or a graphics card - the interactive checker on this page grades every variant against your hardware, using the same logic as the app.

Is Ling-mini 2.0 free to use?

The model weights are released under the MIT license and download at no charge. Your Own AI itself is free and open source for local use.

Ling-mini 2.0

Runs on your device

Ant Group (inclusionAI) · Sep 2025

Ant Group's mid-size mixture-of-experts - 16B total, 1.4B active per token. MIT-licensed, 128K context; a quick all-rounder for 24 GB machines.

Context: 128K tokens
Smallest download: 9.9 GB
Runs from: 24 GB RAM
License: MIT

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Will Ling-mini 2.0 run on your machine?

This is the same sizing the app uses - not a marketing estimate.

System memory32 GBGraphics card memory8 GB

16B-A1.4B (MoE)9.9 GB downloadRuns - experts in RAM, the rest on the GPU

Mixture-of-experts: the always-on layers sit on your card, the experts sit in system memory - bigger than your card, still quick.

On Apple Silicon, system memory is also graphics memory - pick "None / integrated / Apple Silicon" and read the bars against your Mac's memory. The app checks your real hardware before every download.

Variants & sizes

Variant	Download	Quantization	Needs	Apple Silicon
16B-A1.4B (MoE)MoE	9.9 GB	Q4_K_M	24 GB RAM	Metal (GGUF)

The app picks the right variant for your machine and verifies every download. Model files come straight from their official repositories, pinned to exact revisions.

Context window, compared

Nemotron 3.5 Lightning256K

Ornith 1.5256K

Ling-mini 2.0128K

License

Ling-mini 2.0 is released under the MIT - read the terms. The weights download to your machine and stay there; Your Own AI adds no accounts, tracking, or lock-in on top.

Frequently asked questions

Can I run Ling-mini 2.0 offline?: Yes. Ling-mini 2.0 is a downloadable model: with Your Own AI it runs entirely on your computer, works with no internet connection, and your conversations never leave your device.
What hardware does Ling-mini 2.0 need?: The smallest variant (16B-A1.4B (MoE), a 9.9 GB download) runs on a machine with 24 GB of memory. Larger variants want more memory or a graphics card - the interactive checker on this page grades every variant against your hardware, using the same logic as the app.
Is Ling-mini 2.0 free to use?: The model weights are released under the MIT license and download at no charge. Your Own AI itself is free and open source for local use.
How much context does Ling-mini 2.0 support?: 128K tokens of context.

Run Ling-mini 2.0 in two clicks

Download Your Own AI, pick Ling-mini 2.0, and the app sizes it to your hardware. Private by architecture - no account needed for local use.

Download the app