Instructions to use LiquidAI/LFM2-350M-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 LiquidAI/LFM2-350M-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 LiquidAI/LFM2-350M-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf LiquidAI/LFM2-350M-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 LiquidAI/LFM2-350M-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf LiquidAI/LFM2-350M-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 LiquidAI/LFM2-350M-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf LiquidAI/LFM2-350M-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 LiquidAI/LFM2-350M-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf LiquidAI/LFM2-350M-GGUF:Q4_K_M

Use Docker

docker model run hf.co/LiquidAI/LFM2-350M-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use LiquidAI/LFM2-350M-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "LiquidAI/LFM2-350M-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": "LiquidAI/LFM2-350M-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/LiquidAI/LFM2-350M-GGUF:Q4_K_M

Ollama
How to use LiquidAI/LFM2-350M-GGUF with Ollama:
```
ollama run hf.co/LiquidAI/LFM2-350M-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use LiquidAI/LFM2-350M-GGUF with Docker Model Runner:
```
docker model run hf.co/LiquidAI/LFM2-350M-GGUF:Q4_K_M
```

Lemonade

How to use LiquidAI/LFM2-350M-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull LiquidAI/LFM2-350M-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.LFM2-350M-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

LFM2-350M-GGUF

Commit History

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Initial upload

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initial commit

d4e7f64
verified

Tarek Dakhran commited on Jul 12, 2025

Commit History

Update 3 LEAP sdk manifests a5fe1f6 verified

Update README.md 4ca024a verified

Update README.md 31cd51d verified

Update README.md d173cf7 verified

Update README.md e93f4bf verified

Move logo to top cb0b192 verified

Add README.md and LICENSE f037d88 verified

Initial upload 20801a4 verified

initial commit d4e7f64 verified