Deepseek OCR
What is Deepseek OCR?
DeepSeek OCR is a two-stage transformer-based document AI system that utilizes context optical compression to deliver state-of-the-art document intelligence. It compresses high-resolution documents into lean vision tokens, then decodes them with a 3B-parameter mixture-of-experts model to achieve near-lossless text, layout, and diagram understanding across 100+ languages. It supports GPU-efficient throughput for complex layouts and is trained on 30 million real PDF pages plus synthetic data, preserving layout structure, tables, chemistry (SMILES strings), and geometry tasks.
How to use Deepseek OCR?
DeepSeek OCR can be used in three main ways: 1. Deploy locally with GPUs by cloning the GitHub repo, downloading the 6.7 GB checkpoint, and configuring PyTorch. 2. Call DeepSeek OCR via its OpenAI-compatible API endpoints to submit images and receive structured text. 3. Integrate DeepSeek OCR into existing workflows by converting OCR outputs to JSON, linking SMILES strings to cheminformatics pipelines, or auto-captioning diagrams.
Deepseek OCR's Core Features
Context Optical Compression Engine
Multilingual Support (100+ languages)
Structured Output (HTML, Markdown, SMILES, JSON)
GPU-efficient throughput (200k pages/day on A100)
High precision (97% exact-match accuracy)
MIT-licensed weights for on-premises deployment
Deepseek OCR's Use Cases
Compressing scanned books and reports for downstream search, summarization, and knowledge graphs.
Extracting geometry reasoning, engineering annotations, and chemical SMILES from technical diagrams and formulas.
Building global corpora across 100+ languages for multilingual dataset creation.
Embedding into invoice, contract, or form-processing platforms for layout-aware JSON and HTML output.
FAQ from Deepseek OCR
How does DeepSeek OCR compress long documents?
Which GPUs power DeepSeek OCR effectively?
Does DeepSeek OCR handle handwriting?
Can DeepSeek OCR preserve tables and charts?
Is DeepSeek OCR safe for regulated industries?
Deepseek OCR Support Email & Customer service contact & Refund contact etc.
More Contact, visit the contact us page(https://deepseek-ocr.io/#contact)
Deepseek OCR Company
Deepseek OCR Company name: DeepSeek .
Deepseek OCR Company address: .
More about Deepseek OCR, Please visit the about us page(https://deepseek-ocr.io/#overview).
Deepseek OCR Login
Deepseek OCR Sign up
Deepseek OCR Pricing
Deepseek OCR Pricing Link: https://api-docs.deepseek.com/quick_start/pricing
Deepseek OCR Twitter
Deepseek OCR Twitter Link: https://twitter.com/deepseek_ai
Deepseek OCR Github
Deepseek OCR Github Link: https://github.com/deepseek-ai/DeepSeek-OCR
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Deepseek OCR Pricing
API Input Tokens (Cache Hit)
$0.028
Per 1M input tokens when cache is hit
API Input Tokens (Cache Miss)
$0.28
Per 1M input tokens when cache is missed
API Output Tokens
$0.42
Per 1M output tokens
For the latest pricing, please visit this link: https://api-docs.deepseek.com/quick_start/pricing
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