Tabular data

LimiX

A table model that alone can classify, predict numbers and fill in missing data. The lightweight LimiX-2M runs on an ordinary computer.

Developer
Stable AI (Beijing, with Tsinghua University), China
First release
Aug 2025
Latest release
Sep 2026
Sizes
2M – 16M and LimiX-2
License
Commercial use with conditionsLimiX-16M and 2M are Apache 2.0; LimiX-2 is non-commercial
Running
On your own serverAlso runs without a GPU
Industries
Retail and marketplaces, Manufacturing and logistics, Finance
Deploy on your server Hugging Face GitHub

What it does

  • Filling gaps in 1C and CRM exports
  • Churn prediction and scoring
  • Classifying customers and products

Where it is used

Sales and CRMManufacturingFinance

Hardware requirements

LaptopLaptop or regular PC, up to 8 GB of VRAM — smaller versions
fits
1 GPUOne GPU with 16–80 GB — mid-size versions
fits
ClusterServer with several GPUs — flagship versions
no versions

Versions

  1. LimiX-2
  2. LimiX-2M
  3. LimiX-16M

How to run it

On your own serverWeights are downloaded from Hugging Face and served with vLLM (load and API) or llama.cpp (modest hardware). The model then runs in a closed network with no per-request fees.Hugging Face
How much hardware you needCalculate the VRAM for the model size, context length and number of concurrent requests.Open the hardware calculator

I can set this up end to end: pick the model size, deploy it on your server and connect it to your systems.

Frequently asked questions

Can LimiX be used in a commercial project?

With conditions. License: LimiX-16M and 2M are Apache 2.0; LimiX-2 is non-commercial. Restrictions vary — region, company revenue, attribution requirements. Have a lawyer check the terms before a commercial launch.

What hardware does LimiX need?

At minimum: Laptop or regular PC, up to 8 GB of VRAM — smaller versions. Some versions also run on an ordinary CPU, without a GPU. You can calculate the exact VRAM for your model size and context in the hardware calculator.

Does LimiX support Russian?

Language does not matter for this model: it does not work with text.

Where can I download LimiX and what does it cost?

The LimiX weights are open and free to download. You only pay for the hardware it runs on and for the setup. Source links are at the bottom of this page.

How I deploy it for clients

  1. SelectionI pick the model size for your task and hardware and test it on your examples.
  2. DeploymentI deploy it on your server or in a closed network and provide an API.
  3. Fine-tuningI fine-tune it on your data (LoRA) or connect a knowledge base — whichever is cheaper for the task.
  4. IntegrationI connect it to your CRM, ERP, bot, website or team chat and set up monitoring.

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Details

Source: huggingface.co/stable-ai/LimiX-2. Data checked against the model card on 22 Sep 2026. Have a lawyer review the license before commercial launch.