Documents and OCRVoice assistantsImage + text

Youtu-Parsing-Omni

One compact model turns a document page, chart, flowchart, geometry figure, audio or video into structured JSON: with block coordinates, tables, formulas, speech transcription and timestamps.

Developer
Tencent, China
First release
Oct 2026
Latest release
Oct 2026
Sizes
5B
License
Commercial use with conditionsTencent's own license; the text states explicitly that the model is not intended for use within the European Union
Russian
Not stated
Running
On your own serverNeeds a GPU
Industries
Documents and accounting, Finance, Media and production, Education
Deploy on your server Hugging Face

What it does

  • parsing scans and PDFs with tables and formulas
  • turning charts and flowcharts into a table or diagram
  • transcribing audio and video with timestamps
  • describing scenes in video

Where it is used

document management and accountingfinance and analyticsmediaeducation

Hardware requirements

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

Versions

  1. Youtu-Parsing-Omni 5B
  2. Youtu-Parsing (2,5B)

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 Youtu-Parsing-Omni be used in a commercial project?

With conditions. License: Tencent's own license; the text states explicitly that the model is not intended for use within the European Union. Restrictions vary — region, company revenue, attribution requirements. Have a lawyer check the terms before a commercial launch.

What hardware does Youtu-Parsing-Omni need?

At minimum: One GPU with 16–80 GB — mid-size versions. Without a GPU the model is not practical. You can calculate the exact VRAM for your model size and context in the hardware calculator.

Does Youtu-Parsing-Omni support Russian?

The model card does not list languages, so Russian support cannot be promised — it has to be tested on your own examples.

Where can I download Youtu-Parsing-Omni and what does it cost?

The Youtu-Parsing-Omni 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/tencent/Youtu-Parsing-Omni. Data checked against the model card on 22 Sep 2026. Have a lawyer review the license before commercial launch.