Instructions to use Felladrin/gguf-Minueza-32M-UltraChat 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 Felladrin/gguf-Minueza-32M-UltraChat 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 Felladrin/gguf-Minueza-32M-UltraChat:F16 # Run inference directly in the terminal: llama cli -hf Felladrin/gguf-Minueza-32M-UltraChat:F16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Felladrin/gguf-Minueza-32M-UltraChat:F16 # Run inference directly in the terminal: llama cli -hf Felladrin/gguf-Minueza-32M-UltraChat: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 Felladrin/gguf-Minueza-32M-UltraChat:F16 # Run inference directly in the terminal: ./llama-cli -hf Felladrin/gguf-Minueza-32M-UltraChat: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 Felladrin/gguf-Minueza-32M-UltraChat:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf Felladrin/gguf-Minueza-32M-UltraChat:F16
Use Docker
docker model run hf.co/Felladrin/gguf-Minueza-32M-UltraChat:F16
- LM Studio
- Jan
- Ollama
How to use Felladrin/gguf-Minueza-32M-UltraChat with Ollama:
ollama run hf.co/Felladrin/gguf-Minueza-32M-UltraChat:F16
- Unsloth Desktop
- Docker Model Runner
How to use Felladrin/gguf-Minueza-32M-UltraChat with Docker Model Runner:
docker model run hf.co/Felladrin/gguf-Minueza-32M-UltraChat:F16
- Lemonade
How to use Felladrin/gguf-Minueza-32M-UltraChat with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Felladrin/gguf-Minueza-32M-UltraChat:F16
Run and chat with the model
lemonade run user.gguf-Minueza-32M-UltraChat-F16
List all available models
lemonade list
- Atomic Chat
GGUF version of Felladrin/Minueza-32M-UltraChat.
It was not possible to quantize the model, so only the F16 and F32 GGUF files are available.
Try it with llama.cpp
brew install ggerganov/ggerganov/llama.cpp
llama-cli \
--hf-repo Felladrin/gguf-Minueza-32M-UltraChat \
--model Minueza-32M-UltraChat.F32.gguf \
--random-prompt \
--temp 1.3 \
--dynatemp-range 1.2 \
--top-k 0 \
--top-p 1 \
--min-p 0.1 \
--typical 0.85 \
--mirostat 2 \
--mirostat-ent 3.5 \
--repeat-penalty 1.1 \
--repeat-last-n -1 \
-n 256
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