NexaAI / DeepSeek-OCR-GGUF

huggingface.co
Total runs: 1.4K
24-hour runs: 0
7-day runs: 37
30-day runs: 37
Model's Last Updated: November 15 2025

Introduction of DeepSeek-OCR-GGUF

Model Details of DeepSeek-OCR-GGUF

DeepSeek OCR

Note currently only NexaSDK supports this model's GGUF.

Quickstart
  1. Install NexaSDK

  2. Run the model locally with one line of code:

    nexa infer NexaAI/DeepSeek-OCR-GGUF
    
  3. Then drag your image to terminal or type into the image path

case 1 : extract text

<your-image-path> Free OCR.

case 2 : extract bounding box

<your-image-path> <|grounding|>Convert the document to markdown. 

Note: If the model fails to run, install the latest Vulkan driver for Windows

Model Description

DeepSeek OCR is a high-accuracy optical character recognition model built for extracting text from complex visual inputs such as documents, screenshots, receipts, and natural scenes.
It combines vision-language modeling with efficient visual encoders to achieve superior recognition of multi-language and multi-layout text while remaining lightweight enough for edge or on-device deployment.

Features
  • Multilingual OCR — recognizes printed and handwritten text across major global languages.
  • Document Layout Understanding — preserves structure such as tables, paragraphs, and titles.
  • Scene Text Recognition — robust against lighting, distortion, and low-quality captures.
  • Lightweight & Fast — optimized for CPU and GPU acceleration.
  • End-to-End Pipeline — supports image-to-text and structured JSON output.
Use Cases
  • Digitizing scanned documents or PDFs
  • Extracting text from mobile camera inputs or screenshots
  • Invoice and receipt parsing
  • OCR-based search and indexing systems
  • Visual question answering or document agents
Inputs and Outputs

Input:

  • Image file (JPEG, PNG, or tensor array)
  • Optional parameters for language hints or layout detection

Output:

  • Extracted text (plain text or structured format with bounding boxes)
  • Confidence scores per word or region
Integration

DeepSeek OCR can be integrated through:

  • Python API ( pip install deepseek-ocr )
  • REST or gRPC endpoints for server deployment
License

This model is released under the Apache 2.0 License , allowing commercial use, modification, and redistribution with attribution.

Runs of NexaAI DeepSeek-OCR-GGUF on huggingface.co

1.4K
Total runs
0
24-hour runs
2
3-day runs
37
7-day runs
37
30-day runs

More Information About DeepSeek-OCR-GGUF huggingface.co Model

DeepSeek-OCR-GGUF huggingface.co

DeepSeek-OCR-GGUF huggingface.co is an AI model on huggingface.co that provides DeepSeek-OCR-GGUF's model effect (), which can be used instantly with this NexaAI DeepSeek-OCR-GGUF model. huggingface.co supports a free trial of the DeepSeek-OCR-GGUF model, and also provides paid use of the DeepSeek-OCR-GGUF. Support call DeepSeek-OCR-GGUF model through api, including Node.js, Python, http.

DeepSeek-OCR-GGUF huggingface.co Url

https://huggingface.co/NexaAI/DeepSeek-OCR-GGUF

NexaAI DeepSeek-OCR-GGUF online free

DeepSeek-OCR-GGUF huggingface.co is an online trial and call api platform, which integrates DeepSeek-OCR-GGUF's modeling effects, including api services, and provides a free online trial of DeepSeek-OCR-GGUF, you can try DeepSeek-OCR-GGUF online for free by clicking the link below.

NexaAI DeepSeek-OCR-GGUF online free url in huggingface.co:

https://huggingface.co/NexaAI/DeepSeek-OCR-GGUF

DeepSeek-OCR-GGUF install

DeepSeek-OCR-GGUF is an open source model from GitHub that offers a free installation service, and any user can find DeepSeek-OCR-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of DeepSeek-OCR-GGUF install, users can directly use DeepSeek-OCR-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

DeepSeek-OCR-GGUF install url in huggingface.co:

https://huggingface.co/NexaAI/DeepSeek-OCR-GGUF

Url of DeepSeek-OCR-GGUF

DeepSeek-OCR-GGUF huggingface.co Url

Provider of DeepSeek-OCR-GGUF huggingface.co

NexaAI
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