Computer-use agentsImage + text

Holo

A French model family for controlling a browser and computer: precisely finds the right element on screen and handles multi-step tasks. The latest Holo3 and 3.1 are open under Apache 2.0.

Developer
H Company, France
First release
May 2025
Latest release
May 2026
Sizes
0.8B – 235B-A22B
License
Commercial use with conditionsMixed: Holo3 and Holo 3.1, Holo2-4B/8B are Apache 2.0; Holo1.5-72B, Holo2-30B and 235B are CC-BY-NC; early 3B versions are research-only
Russian
Not supported
Ready-made builds
GGUF, MLX (Apple)
Running
On your own serverAlso runs without a GPU
Industries
Documents and accounting, Retail and marketplaces, Software development
Deploy on your server Hugging Face

What it does

  • Working in web portals and legacy software without an API
  • Filling in forms and applications
  • Testing interfaces against scenarios

Where it is used

Back officeE-commerceIT and testing

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
fits

Versions

  1. Holo 3.1 (0.8B – 35B-A3B)
  2. Holo3-35B-A3B
  3. Holo2-235B-A22B
  4. Holo2 4B / 8B / 30B-A3B
  5. Holo1.5 3B / 7B / 72B
  6. Holo1 3B / 7B

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. Quantization compresses a model so it takes less video memory and runs on more modest hardware. Answers change slightly, so quality is checked on your own examples.

Frequently asked questions

Can Holo be used in a commercial project?

With conditions. License: Mixed: Holo3 and Holo 3.1, Holo2-4B/8B are Apache 2.0; Holo1.5-72B, Holo2-30B and 235B are CC-BY-NC; early 3B versions are research-only. Restrictions vary — region, company revenue, attribution requirements. Have a lawyer check the terms before a commercial launch.

What hardware does Holo 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 Holo support Russian?

No. The model card lists its languages and Russian is not among them.

Where can I download Holo and what does it cost?

The Holo 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/api/models?author=Hcompany. Data checked against the model card on 22 Sep 2026. Have a lawyer review the license before commercial launch.