Instructions to use sabafallah/DeepSeek-OCR-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use sabafallah/DeepSeek-OCR-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="sabafallah/DeepSeek-OCR-GGUF",
	filename="deepseek-ocr-Q4_K_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use sabafallah/DeepSeek-OCR-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf sabafallah/DeepSeek-OCR-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf sabafallah/DeepSeek-OCR-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf sabafallah/DeepSeek-OCR-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf sabafallah/DeepSeek-OCR-GGUF:Q4_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf sabafallah/DeepSeek-OCR-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf sabafallah/DeepSeek-OCR-GGUF:Q4_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf sabafallah/DeepSeek-OCR-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf sabafallah/DeepSeek-OCR-GGUF:Q4_K_M

Use Docker

docker model run hf.co/sabafallah/DeepSeek-OCR-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use sabafallah/DeepSeek-OCR-GGUF with Ollama:
```
ollama run hf.co/sabafallah/DeepSeek-OCR-GGUF:Q4_K_M
```

Unsloth Studio

How to use sabafallah/DeepSeek-OCR-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for sabafallah/DeepSeek-OCR-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for sabafallah/DeepSeek-OCR-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for sabafallah/DeepSeek-OCR-GGUF to start chatting

Docker Model Runner
How to use sabafallah/DeepSeek-OCR-GGUF with Docker Model Runner:
```
docker model run hf.co/sabafallah/DeepSeek-OCR-GGUF:Q4_K_M
```

Lemonade

How to use sabafallah/DeepSeek-OCR-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull sabafallah/DeepSeek-OCR-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.DeepSeek-OCR-GGUF-Q4_K_M

List all available models

lemonade list

DeepSeek-OCR GGUF (for llama.cpp PR #17400)

This repository provides GGUF model files required for running the DeepSeek-OCR / MTMD support introduced in the following llama.cpp pull request:

👉 llama.cpp PR #17400 https://github.com/ggml-org/llama.cpp/pull/17400

These models are only compatible with the PR branch and will not run on upstream llama.cpp main.

📥 Download

You can download the model files directly using:

huggingface-cli download <this-repo> --include "deepseek-ocr-bf16.gguf" --local-dir gguf_models/deepseek-ai
huggingface-cli download <this-repo> --include "mmproj-deepseek-ocr-bf16.gguf" --local-dir gguf_models/deepseek-ai

🚀 Run Example

Use the llama-mtmd-cli executable from the PR:

build/bin/llama-mtmd-cli \
-m gguf_models/deepseek-ai/deepseek-ocr-bf16.gguf \
--mmproj gguf_models/deepseek-ai/mmproj-deepseek-ocr-bf16.gguf \
--image tmp/mtmd_test_data/Deepseek-OCR-2510.18234v1_page1.png \
-p "<|grounding|>Convert the document to markdown." \
--chat-template deepseek-ocr --temp 0

build/bin/llama-mtmd-cli \                                                                           
-m gguf_models/deepseek-ai/deepseek-ocr-bf16_new.gguf \
--mmproj gguf_models/deepseek-ai/mmproj-deepseek-ocr-bf16_new.gguf \
--image tools/mtmd/test-1.jpeg \
-p "Free OCR. "  \
--chat-template deepseek-ocr --temp 0

build/bin/llama-server \
  -hf sabafallah/DeepSeek-OCR-GGUF:bf16 \
  --chat-template deepseek-ocr \
  --no-jinja \
  --temp 0 \
  --flash-attn off \
  --no-warmup \
  -n 4096

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GGUF

Model size

3B params

Architecture

deepseek2-ocr

Hardware compatibility

4-bit

8-bit

16-bit

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