Instructions to use bartowski/DeepSeek-R1-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use bartowski/DeepSeek-R1-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="bartowski/DeepSeek-R1-GGUF",
	filename="DeepSeek-R1-IQ1_M/DeepSeek-R1-IQ1_M-00001-of-00004.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use bartowski/DeepSeek-R1-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf bartowski/DeepSeek-R1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf bartowski/DeepSeek-R1-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 bartowski/DeepSeek-R1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf bartowski/DeepSeek-R1-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 bartowski/DeepSeek-R1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf bartowski/DeepSeek-R1-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 bartowski/DeepSeek-R1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf bartowski/DeepSeek-R1-GGUF:Q4_K_M

Use Docker

docker model run hf.co/bartowski/DeepSeek-R1-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use bartowski/DeepSeek-R1-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "bartowski/DeepSeek-R1-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "bartowski/DeepSeek-R1-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/bartowski/DeepSeek-R1-GGUF:Q4_K_M

Ollama
How to use bartowski/DeepSeek-R1-GGUF with Ollama:
```
ollama run hf.co/bartowski/DeepSeek-R1-GGUF:Q4_K_M
```

Unsloth Studio new

How to use bartowski/DeepSeek-R1-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 bartowski/DeepSeek-R1-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 bartowski/DeepSeek-R1-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for bartowski/DeepSeek-R1-GGUF to start chatting

Docker Model Runner
How to use bartowski/DeepSeek-R1-GGUF with Docker Model Runner:
```
docker model run hf.co/bartowski/DeepSeek-R1-GGUF:Q4_K_M
```

Lemonade

How to use bartowski/DeepSeek-R1-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull bartowski/DeepSeek-R1-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.DeepSeek-R1-GGUF-Q4_K_M

List all available models

lemonade list

add AIBOM

by RiccardoDav - opened Jun 12, 2025

base: refs/heads/main

←

from: refs/pr/5

Discussion Files changed

+46

-0

Files changed (1) hide show

bartowski_DeepSeek-R1-GGUF.json +46 -0

bartowski_DeepSeek-R1-GGUF.json ADDED Viewed

	@@ -0,0 +1,46 @@

+{
+    "bomFormat": "CycloneDX",
+    "specVersion": "1.6",
+    "serialNumber": "urn:uuid:bcc0a9ea-2fe2-4bcf-b088-fc967f177b37",
+    "version": 1,
+    "metadata": {
+        "timestamp": "2025-06-05T09:35:19.735544+00:00",
+        "component": {
+            "type": "machine-learning-model",
+            "bom-ref": "bartowski/DeepSeek-R1-GGUF-33fdbe35-1190-5dc2-b9db-cd221f823ccd",
+            "name": "bartowski/DeepSeek-R1-GGUF",
+            "externalReferences": [
+                {
+                    "url": "https://huggingface.co/bartowski/DeepSeek-R1-GGUF",
+                    "type": "documentation"
+                }
+            ],
+            "modelCard": {
+                "modelParameters": {
+                    "task": "text-generation"
+                },
+                "properties": [
+                    {
+                        "name": "base_model",
+                        "value": "deepseek-ai/DeepSeek-R1"
+                    }
+                ]
+            },
+            "authors": [
+                {
+                    "name": "bartowski"
+                }
+            ],
+            "tags": [
+                "gguf",
+                "text-generation",
+                "base_model:deepseek-ai/DeepSeek-R1",
+                "base_model:quantized:deepseek-ai/DeepSeek-R1",
+                "endpoints_compatible",
+                "region:us",
+                "imatrix",
+                "conversational"
+            ]
+        }
+    }
+}