NexaAI / DeepSeek-OCR-GGUF-CUDA

huggingface.co
Total runs: 351
24-hour runs: -15
7-day runs: -45
30-day runs: -102
Model's Last Updated: November 08 2025

Introduction of DeepSeek-OCR-GGUF-CUDA

Model Details of DeepSeek-OCR-GGUF-CUDA

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
  1. 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. 
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-CUDA on huggingface.co

351
Total runs
-15
24-hour runs
3
3-day runs
-45
7-day runs
-102
30-day runs

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

DeepSeek-OCR-GGUF-CUDA huggingface.co

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

DeepSeek-OCR-GGUF-CUDA huggingface.co Url

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

NexaAI DeepSeek-OCR-GGUF-CUDA online free

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

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

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

DeepSeek-OCR-GGUF-CUDA install

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

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

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

Url of DeepSeek-OCR-GGUF-CUDA

DeepSeek-OCR-GGUF-CUDA huggingface.co Url

Provider of DeepSeek-OCR-GGUF-CUDA huggingface.co

NexaAI
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