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GLM-OCR — OCR AI Model

GLM-OCR reads a document image back as markdown with tables, formulas, code blocks and seals intact, not a flat wall of text. Multi-language, light on GPU, ten to forty seconds; handwriting suits DeepSeek OCR better.

What it does

GLM-OCR reads a document image back as markdown, with its tables, formulas, code blocks and seals intact rather than flattened into a wall of text.

It is a document-understanding model rather than a plain text recogniser: it reads the layout, so a dense table comes back as a table and a formula as a formula. Multi-language, light on GPU, ten to forty seconds. For handwriting, DeepSeek OCR is the better fit.

When to use it

  • A business document with dense tables and a multi-column layout
  • Mathematical formulas kept as formulas instead of mangled text
  • Markdown out, with the headings and structure still standing
  • Seals and stamps identified rather than read as noise
  • Pulling out particular fields instead of the whole page

Details

  • CategoryOCR
  • Year2026
  • LicenseMIT

Compliance & Provenance

  • ProviderOpen-source (Zhipu) · Specialized
  • EU AI Act RiskMinimal Risk
  • Art. 50 TransparencyNot applicable

Inputs & Outputs

ImageInputimage
ImageOutputimage

Detected texts as an image

TextOutputstring

Detected texts as markdown

Tags

  • ocr
  • text-recognition
  • layout-analysis
  • document
  • table-recognition
  • formula-recognition
  • multi-language
  • gpu-heavy

Alternatives in Text Recognition(OCR)

  • DeepSeekOCR

    Multi-language + handwriting OCR. 30-60s.

  • PaddleOCR

    Printed-text OCR for Korean, Japanese, Chinese and English. Fast.

  • Sarashina2.2-OCR

    Japanese/English document OCR, vertical text.

Resources

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