Instructions to use meetkai/functionary-small-v2.2-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use meetkai/functionary-small-v2.2-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 meetkai/functionary-small-v2.2-GGUF:F16 # Run inference directly in the terminal: llama cli -hf meetkai/functionary-small-v2.2-GGUF:F16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf meetkai/functionary-small-v2.2-GGUF:F16 # Run inference directly in the terminal: llama cli -hf meetkai/functionary-small-v2.2-GGUF: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 meetkai/functionary-small-v2.2-GGUF:F16 # Run inference directly in the terminal: ./llama-cli -hf meetkai/functionary-small-v2.2-GGUF: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 meetkai/functionary-small-v2.2-GGUF:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf meetkai/functionary-small-v2.2-GGUF:F16
Use Docker
docker model run hf.co/meetkai/functionary-small-v2.2-GGUF:F16
- LM Studio
- Jan
- Ollama
How to use meetkai/functionary-small-v2.2-GGUF with Ollama:
ollama run hf.co/meetkai/functionary-small-v2.2-GGUF:F16
- Unsloth Desktop
- Docker Model Runner
How to use meetkai/functionary-small-v2.2-GGUF with Docker Model Runner:
docker model run hf.co/meetkai/functionary-small-v2.2-GGUF:F16
- Lemonade
How to use meetkai/functionary-small-v2.2-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull meetkai/functionary-small-v2.2-GGUF:F16
Run and chat with the model
lemonade run user.functionary-small-v2.2-GGUF-F16
List all available models
lemonade list
- Atomic Chat
can this model be used with langchain llamacpp?
First I want to thank you for your work and second, can this model be used with langchain llamacpp? When trying it I had problems due to tokenization
Hi, yes this model can be used with local OpenAI-compatible server with langchain. We have recently integrated functionary v2 into llama-cpp-python's OpenAI-compatible server in v0.2.50. You can find more details about setting up here and here in the Function Calling section.
The tokenization issue is due to llama.cpp's tokenizer unable to handle newly added tokens. We have fixed this issue in the llama-cpp-python integration by using the HF AutoTokenizer instead.