Deepfake detectionText analysis

Desklib AI Text Detector

A recent open AI-text detector on DeBERTa-v3-large, trained on the RAID dataset, with a separate version for academic work. It errs in both directions - a human always reviews the result.

Developer
Desklib, India
First release
Feb 2025
Latest release
Mar 2025
Sizes
0.4B (DeBERTa-v3-large)
License
Commercial use allowedMIT
Russian
Not supported
Running
On your own serverAlso runs without a GPU
Industries
Education, Media and production, HR, Security
Deploy on your server Hugging Face

What it does

  • Checking submitted articles and reports
  • Filtering templated reviews and applications
  • First-pass check of student work
  • Building the check into an editorial process

Where it is used

EducationMedia and contentHR and recruitingPlatform moderation

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
no versions
ClusterServer with several GPUs — flagship versions
no versions

Versions

  1. ai-text-detector-academic-v1.01
  2. ai-text-detector-v1.01

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 Desklib AI Text Detector be used in a commercial project?

Yes. License: MIT. It allows commercial use, but it is still worth having a lawyer review the license before launch.

What hardware does Desklib AI Text Detector 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 Desklib AI Text Detector support Russian?

No. The developer documentation lists the supported languages and Russian is not among them.

Where can I download Desklib AI Text Detector and what does it cost?

The Desklib AI Text Detector 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.

Similar models

Deepfake detectionRADARIBM Research and The Chinese University of Hong Kong · USACommercial use with conditions

An AI-text detector trained together with a paraphraser: it was deliberately taught not to give up when the text has been rewritten. It errs in both directions; a human reviews the output.

DetailsDeepfake detectionMAGEUC Santa Barbara and co-authors · USACommercial use allowed

A Longformer-based AI-text detector: it holds a long document whole and was trained on texts from many different language models. It errs in both directions; its output is a reason for a human to check.

DetailsDeepfake detectionHC3 ChatGPT DetectorHello-SimpleAI · ChinaCommercial use with conditions

One of the first open AI-text classifiers, trained on the HC3 corpus of paired human and ChatGPT answers. It errs in both directions: its output is a reason to talk to the author, not proof.

Details

Source: huggingface.co/desklib/ai-text-detector-v1.01. Data checked against the model card on 22 Sep 2026. Have a lawyer review the license before commercial launch.