How to use chill123/gemma3-smart-q4 with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="chill123/gemma3-smart-q4", filename="gemma3-1b-q4_0.gguf", )
llm.create_chat_completion( messages = "No input example has been defined for this model task." )
How to use chill123/gemma3-smart-q4 with llama.cpp:
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf chill123/gemma3-smart-q4:Q4_0 # Run inference directly in the terminal: llama-cli -hf chill123/gemma3-smart-q4:Q4_0
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf chill123/gemma3-smart-q4:Q4_0 # Run inference directly in the terminal: llama-cli -hf chill123/gemma3-smart-q4:Q4_0
# 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 chill123/gemma3-smart-q4:Q4_0 # Run inference directly in the terminal: ./llama-cli -hf chill123/gemma3-smart-q4:Q4_0
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 chill123/gemma3-smart-q4:Q4_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf chill123/gemma3-smart-q4:Q4_0
docker model run hf.co/chill123/gemma3-smart-q4:Q4_0
How to use chill123/gemma3-smart-q4 with Ollama:
ollama run hf.co/chill123/gemma3-smart-q4:Q4_0
How to use chill123/gemma3-smart-q4 with Unsloth Studio:
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 chill123/gemma3-smart-q4 to start chatting
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 chill123/gemma3-smart-q4 to start chatting
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for chill123/gemma3-smart-q4 to start chatting
How to use chill123/gemma3-smart-q4 with Docker Model Runner:
How to use chill123/gemma3-smart-q4 with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull chill123/gemma3-smart-q4:Q4_0
lemonade run user.gemma3-smart-q4-Q4_0
lemonade list
