Paraphrase Pass

SynthID Text on Hugging Face

A practical walk-through of applying and detecting the mark with Transformers, with the code.

Reference from Google DeepMind and Hugging Face, October 2024. Free. Link checked October 31, 2026.

Open huggingface.co

What it is

The joint post walks through installing the library, generating watermarked text from a Gemma model, and running the detector, with code you can paste. It is the fastest route from reading about watermarks to seeing one work.

When to use this entry

Use it as the hands-on companion to the Nature paper.

Questions

Do I need a Google key to use the Hugging Face SynthID code?

No. You generate your own key for models you run; Google's production key is private.

Cite this page

Paraphrase Pass. "SynthID Text on Hugging Face". Checked 2026-10-31. https://paraphrasepass.com/research/synthid-hf-blog/

Facts on this page carry the date they were last checked. Quote the date with the fact. The primary sources are linked above; cite them for the claim and this page for where you found it.