Instructions to use Lucebox/Laguna-XS.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 Lucebox/Laguna-XS.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 Lucebox/Laguna-XS.2-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf Lucebox/Laguna-XS.2-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 Lucebox/Laguna-XS.2-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf Lucebox/Laguna-XS.2-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 Lucebox/Laguna-XS.2-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf Lucebox/Laguna-XS.2-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 Lucebox/Laguna-XS.2-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Lucebox/Laguna-XS.2-GGUF:Q4_K_M
Use Docker
docker model run hf.co/Lucebox/Laguna-XS.2-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use Lucebox/Laguna-XS.2-GGUF with Ollama:
ollama run hf.co/Lucebox/Laguna-XS.2-GGUF:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use Lucebox/Laguna-XS.2-GGUF with Docker Model Runner:
docker model run hf.co/Lucebox/Laguna-XS.2-GGUF:Q4_K_M
- Lemonade
How to use Lucebox/Laguna-XS.2-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Lucebox/Laguna-XS.2-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Laguna-XS.2-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Steps to convert to GGUF?
Hi Lucebox team, pretty cool stuff you guys are doing with Dflash and PFlash!
Any chance you could share steps to create XS.2 GGUFs? or better, open a PR in llama.cpp with the changes, even if it's in draft format? I'd gladly work on it to complete.
I'm at the very early stages of trying to add it, and working my way through all the issues (currently stuck at Unrecognized keys in rope_parameters for 'rope_type'='default': {'original_max_position_embeddings'}) but since you've already done it, though to add.
Either way, wish you all the success in your project!