Instructions to use gabriellarson/Phi-mini-MoE-instruct-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use gabriellarson/Phi-mini-MoE-instruct-GGUF 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 gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf gabriellarson/Phi-mini-MoE-instruct-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 gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf gabriellarson/Phi-mini-MoE-instruct-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 gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M

Use Docker

docker model run hf.co/gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use gabriellarson/Phi-mini-MoE-instruct-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "gabriellarson/Phi-mini-MoE-instruct-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": "gabriellarson/Phi-mini-MoE-instruct-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M

Ollama
How to use gabriellarson/Phi-mini-MoE-instruct-GGUF with Ollama:
```
ollama run hf.co/gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M
```

Unsloth Studio

How to use gabriellarson/Phi-mini-MoE-instruct-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 gabriellarson/Phi-mini-MoE-instruct-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 gabriellarson/Phi-mini-MoE-instruct-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for gabriellarson/Phi-mini-MoE-instruct-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use gabriellarson/Phi-mini-MoE-instruct-GGUF with Docker Model Runner:
```
docker model run hf.co/gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M
```

Lemonade

How to use gabriellarson/Phi-mini-MoE-instruct-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull gabriellarson/Phi-mini-MoE-instruct-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Phi-mini-MoE-instruct-GGUF-Q4_K_M

List all available models

lemonade list

Add Github URL and library name

by nielsr HF Staff - opened Jun 29, 2025

base: refs/heads/main

←

from: refs/pr/1

Discussion Files changed

-4

nielsr

Jun 29, 2025

This PR adds the link to the Github repository and the library name (transformers).

Add Github URL and library name1bffe745

gabriellarson

Owner Jun 29, 2025

please stop using AI to make pull requests with random github links

gabriellarson changed pull request status to closed Jun 29, 2025

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