# PP-OCRv6 on Hugging Face: 50-Language OCR from 1.5M to 34.5M Parameters

DevFeed: [PP-OCRv6 on Hugging Face: 50-Language OCR from 1.5M to 34.5M Parameters](<https://devfeed.tech/articles/pp-ocrv6-on-hugging-face-50-language-ocr-from-1-5m-to-34-5m-parameters-7033.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/PaddlePaddle/pp-ocrv6>)

Author: AlexZhang; Cuicheng; Jun Zhang; Manhui Lin; Yue Zhang; Leo-Q8; Yubo; Yi Liu

Published: 2026-06-22T13:18:56Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [hugging face](<https://devfeed.tech/topics/hugging-face.md>), [Inference](<https://devfeed.tech/topics/inference.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [model-deployment](<https://devfeed.tech/topics/model-deployment.md>)

Tags: [deployment](<https://devfeed.tech/tags/deployment.md>), [images](<https://devfeed.tech/tags/images.md>), [inference](<https://devfeed.tech/tags/inference.md>), [model](<https://devfeed.tech/tags/model.md>), [production](<https://devfeed.tech/tags/production.md>), [transformers](<https://devfeed.tech/tags/transformers.md>)

## AI overview

PP-OCRv6 is PaddleOCR's lightweight OCR model family for multilingual text detection and recognition across documents, screenshots, displays, industrial labels, and scene text. It offers tiny, small, and medium tiers ranging from 1.5M to 34.5M parameters, with deployment options including PaddlePaddle, Transformers, and ONNX Runtime.

## Source excerpt

Evaluate PP-OCRv6 online, then integrate lightweight, production-ready OCR with PaddlePaddle, Transformers, or ONNX Runtime backend. PP-OCRv6 is the latest generation of PaddleOCR's universal OCR model family. It is designed for real-world text detection and recognition across documents, screenshots, multilingual images, digital displays, industrial labels, and scene text. The model family scales from 1.5M to 34.5M parameters, with three tiers: tiny, small, and medium.