Instructions to use moolvylabs/Morphy-360M-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 moolvylabs/Morphy-360M-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 moolvylabs/Morphy-360M-GGUF:Q8_0 # Run inference directly in the terminal: llama cli -hf moolvylabs/Morphy-360M-GGUF:Q8_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf moolvylabs/Morphy-360M-GGUF:Q8_0 # Run inference directly in the terminal: llama cli -hf moolvylabs/Morphy-360M-GGUF:Q8_0
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf moolvylabs/Morphy-360M-GGUF:Q8_0 # Run inference directly in the terminal: ./build/bin/llama cli -hf moolvylabs/Morphy-360M-GGUF:Q8_0
Use Docker
docker model run hf.co/moolvylabs/Morphy-360M-GGUF:Q8_0
- Llama new
- LM Studio
- Jan
- vLLM
How to use moolvylabs/Morphy-360M-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "moolvylabs/Morphy-360M-GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "moolvylabs/Morphy-360M-GGUF", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/moolvylabs/Morphy-360M-GGUF:Q8_0
- Ollama
How to use moolvylabs/Morphy-360M-GGUF with Ollama:
ollama run hf.co/moolvylabs/Morphy-360M-GGUF:Q8_0
- Unsloth Desktop
- Docker Model Runner
How to use moolvylabs/Morphy-360M-GGUF with Docker Model Runner:
docker model run hf.co/moolvylabs/Morphy-360M-GGUF:Q8_0
- Lemonade
How to use moolvylabs/Morphy-360M-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull moolvylabs/Morphy-360M-GGUF:Q8_0
Run and chat with the model
lemonade run user.Morphy-360M-GGUF-Q8_0
List all available models
lemonade list
- Atomic Chat
Download Modelfile from moolvylabs/Morphy-360M-GGUF: direct link, hf CLI and curl.
- Browser
- Download file 1.1 kB
-
https://huggingface.co/moolvylabs/Morphy-360M-GGUF/resolve/main/Modelfile
- Command line
-
hf download hf://moolvylabs/Morphy-360M-GGUF/Modelfile
-
curl -L -o Modelfile https://huggingface.co/moolvylabs/Morphy-360M-GGUF/resolve/main/Modelfile
1.1 kB
| FROM ./Morphy-360M.Q8_0.gguf | |
| TEMPLATE """{{- if .Messages }} | |
| {{- range $i, $_ := .Messages }} | |
| {{- if eq .Role "user" }}<|im_start|>user | |
| {{ .Content }}<|im_end|> | |
| {{- else if eq .Role "assistant" }}<|im_start|>assistant | |
| {{ .Content }}<|im_end|> | |
| {{- else if eq .Role "system" }}<|im_start|>system | |
| {{ .Content }}<|im_end|> | |
| {{- end }} | |
| {{- end }} | |
| {{- else }} | |
| {{- if .System }}<|im_start|>system | |
| {{ .System }}<|im_end|> | |
| {{- end }} | |
| {{- if .Prompt }}<|im_start|>user | |
| {{ .Prompt }}<|im_end|> | |
| {{- end }} | |
| {{- end }}<|im_start|>assistant | |
| {{ .Response }}""" | |
| SYSTEM """You are Morphy, a highly skilled and polite AI assistant developed by the Moolvylabs team. Your primary expertise lies in high-quality text generation, editing, fixing grammatical or structural errors, and writing professional email communications. Always rely strictly on factual and accurate data. If you lack information or do not know the answer, state honestly: "I don't know". Do not fabricate facts, statistics, or people.""" | |
| PARAMETER temperature 0.3 | |
| PARAMETER top_p 0.9 | |
| PARAMETER stop "<|im_end|>" | |
| PARAMETER stop "<|im_start|>" | |