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 Settings

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

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

bartowski commited on Jan 22, 2025

Commit

1485f60

verified ·

1 Parent(s): cb132e1

Upload folder using huggingface_hub

Browse files

Files changed (10) hide show

.gitattributes +9 -0
DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00001-of-00009.gguf +3 -0
DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00002-of-00009.gguf +3 -0
DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00003-of-00009.gguf +3 -0
DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00004-of-00009.gguf +3 -0
DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00005-of-00009.gguf +3 -0
DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00006-of-00009.gguf +3 -0
DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00007-of-00009.gguf +3 -0
DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00008-of-00009.gguf +3 -0
DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00009-of-00009.gguf +3 -0

@@ -173,3 +173,12 @@ DeepSeek-R1-Q3_K_L/DeepSeek-R1-Q3_K_L-00006-of-00009.gguf filter=lfs diff=lfs me
 DeepSeek-R1-Q3_K_L/DeepSeek-R1-Q3_K_L-00007-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
 DeepSeek-R1-Q3_K_L/DeepSeek-R1-Q3_K_L-00008-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
 DeepSeek-R1-Q3_K_L/DeepSeek-R1-Q3_K_L-00009-of-00009.gguf filter=lfs diff=lfs merge=lfs -text

 DeepSeek-R1-Q3_K_L/DeepSeek-R1-Q3_K_L-00007-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
 DeepSeek-R1-Q3_K_L/DeepSeek-R1-Q3_K_L-00008-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
 DeepSeek-R1-Q3_K_L/DeepSeek-R1-Q3_K_L-00009-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00001-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00002-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00003-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00004-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00005-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00006-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00007-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00008-of-00009.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-Q3_K_M/DeepSeek-R1-Q3_K_M-00009-of-00009.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:85c178a322fa52adf9a10fa31f96d3e69bd810a44cd784c7ee8d8224dc636247
+size 38718533408

+version https://git-lfs.github.com/spec/v1
+oid sha256:93a5d597b7c596b863f6c93e79de9cdb09cee2c34c167349e7a499da5e8aa8fc
+size 39991877888

+version https://git-lfs.github.com/spec/v1
+oid sha256:cbdfd51400c2f5165a94551f65554915f5391d1a2930c7d560b5e3e12e6a6298
+size 38274730080

+version https://git-lfs.github.com/spec/v1
+oid sha256:b6225b5610989f9e49e1048f8eb12c79d9a945304591e48dbf343a9fc21f4240
+size 10839604448

	@@ -0,0 +1,3 @@

	@@ -0,0 +1,3 @@

	@@ -0,0 +1,3 @@

	@@ -0,0 +1,3 @@