Instructions to use mcm07/phi-4-GGUF-imatrix with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use mcm07/phi-4-GGUF-imatrix with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf mcm07/phi-4-GGUF-imatrix:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mcm07/phi-4-GGUF-imatrix:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf mcm07/phi-4-GGUF-imatrix:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mcm07/phi-4-GGUF-imatrix: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 mcm07/phi-4-GGUF-imatrix:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mcm07/phi-4-GGUF-imatrix: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 mcm07/phi-4-GGUF-imatrix:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mcm07/phi-4-GGUF-imatrix:Q4_K_M

Use Docker

docker model run hf.co/mcm07/phi-4-GGUF-imatrix:Q4_K_M

LM Studio
Jan
Ollama
How to use mcm07/phi-4-GGUF-imatrix with Ollama:
```
ollama run hf.co/mcm07/phi-4-GGUF-imatrix:Q4_K_M
```

Unsloth Studio

How to use mcm07/phi-4-GGUF-imatrix 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 mcm07/phi-4-GGUF-imatrix 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 mcm07/phi-4-GGUF-imatrix to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for mcm07/phi-4-GGUF-imatrix to start chatting

Atomic Chat new
Docker Model Runner
How to use mcm07/phi-4-GGUF-imatrix with Docker Model Runner:
```
docker model run hf.co/mcm07/phi-4-GGUF-imatrix:Q4_K_M
```

Lemonade

How to use mcm07/phi-4-GGUF-imatrix with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mcm07/phi-4-GGUF-imatrix:Q4_K_M

Run and chat with the model

lemonade run user.phi-4-GGUF-imatrix-Q4_K_M

List all available models

lemonade list

llama.cpp and ik_llama.cpp imatrix Quantizations of unsloth/phi-4-GGUF

Imatrix and quantizations created from https://huggingface.co/unsloth/phi-4-GGUF/phi-4-F16.gguf

Imatrix dataset from bartowski1182

llama.cpp

phi-4-IQ2_S.gguf
phi-4-IQ3_XS.gguf
phi-4-Q4_K_M.gguf
phi-4-IQ4_XS.gguf
phi-4-IQ4_NL.gguf

ik_llama.cpp

phi-4-IQ4_KS.gguf
phi-4-IQ4_NL_R4.gguf

Credits

llama.cpp, ik_llama.cpp, bartowski, microsoft, unsloth, huggingface

Downloads last month: 24

GGUF

Model size

15B params

Architecture

llama

Hardware compatibility

2-bit

3-bit

4-bit

Inference Providers NEW

This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for mcm07/phi-4-GGUF-imatrix

Base model

microsoft/phi-4

Quantized

(159)

this model