Notebooks Google Colab Kaggle Local Apps Settings llama.cpp How to use ToTo-40417/EXLLM 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 ToTo-40417/EXLLM:F16
# Run inference directly in the terminal:
llama cli -hf ToTo-40417/EXLLM:F16 Install from WinGet (Windows) winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf ToTo-40417/EXLLM:F16
# Run inference directly in the terminal:
llama cli -hf ToTo-40417/EXLLM:F16 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 ToTo-40417/EXLLM:F16
# Run inference directly in the terminal:
./llama-cli -hf ToTo-40417/EXLLM:F16 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 ToTo-40417/EXLLM:F16
# Run inference directly in the terminal:
./build/bin/llama-cli -hf ToTo-40417/EXLLM:F16 Use Docker docker model run hf.co/ToTo-40417/EXLLM:F16 LM Studio Jan vLLM How to use ToTo-40417/EXLLM with vLLM:
Install from pip and serve model # Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "ToTo-40417/EXLLM"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
-H "Content-Type: application/json" \
--data '{
"model": "ToTo-40417/EXLLM",
"messages": [
{
"role": "user",
"content": "What is the capital of France?"
}
]
}' Use Docker docker model run hf.co/ToTo-40417/EXLLM:F16 Ollama How to use ToTo-40417/EXLLM with Ollama:
ollama run hf.co/ToTo-40417/EXLLM:F16 Unsloth Desktop Docker Model Runner How to use ToTo-40417/EXLLM with Docker Model Runner:
docker model run hf.co/ToTo-40417/EXLLM:F16 Lemonade How to use ToTo-40417/EXLLM with Lemonade:
Pull the model # Download Lemonade from https://lemonade-server.ai/
lemonade pull ToTo-40417/EXLLM:F16 Run and chat with the model lemonade run user.EXLLM-F16 List all available models lemonade list Atomic Chat 
