How to use matrixportalx/Toprak-GGUF with llama.cpp:
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf matrixportalx/Toprak-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf matrixportalx/Toprak-GGUF:Q4_K_M
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf matrixportalx/Toprak-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf matrixportalx/Toprak-GGUF:Q4_K_M
# 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 matrixportalx/Toprak-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf matrixportalx/Toprak-GGUF:Q4_K_M
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 matrixportalx/Toprak-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf matrixportalx/Toprak-GGUF:Q4_K_M
docker model run hf.co/matrixportalx/Toprak-GGUF:Q4_K_M
How to use matrixportalx/Toprak-GGUF with Ollama:
ollama run hf.co/matrixportalx/Toprak-GGUF:Q4_K_M
How to use matrixportalx/Toprak-GGUF 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 matrixportalx/Toprak-GGUF 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 matrixportalx/Toprak-GGUF to start chatting
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for matrixportalx/Toprak-GGUF to start chatting
How to use matrixportalx/Toprak-GGUF with Docker Model Runner:
How to use matrixportalx/Toprak-GGUF with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull matrixportalx/Toprak-GGUF:Q4_K_M
lemonade run user.Toprak-GGUF-Q4_K_M
lemonade list
