Instructions to use LuciferSparrow/Beta04-final with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use LuciferSparrow/Beta04-final with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("LuciferSparrow/Beta04-final", dtype="auto") - llama-cpp-python
How to use LuciferSparrow/Beta04-final with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="LuciferSparrow/Beta04-final", filename="unsloth.Q4_K_M.gguf", )
llm.create_chat_completion( messages = "No input example has been defined for this model task." )
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- llama.cpp
How to use LuciferSparrow/Beta04-final with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf LuciferSparrow/Beta04-final:Q4_K_M # Run inference directly in the terminal: llama-cli -hf LuciferSparrow/Beta04-final:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf LuciferSparrow/Beta04-final:Q4_K_M # Run inference directly in the terminal: llama-cli -hf LuciferSparrow/Beta04-final: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 LuciferSparrow/Beta04-final:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf LuciferSparrow/Beta04-final: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 LuciferSparrow/Beta04-final:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf LuciferSparrow/Beta04-final:Q4_K_M
Use Docker
docker model run hf.co/LuciferSparrow/Beta04-final:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use LuciferSparrow/Beta04-final with Ollama:
ollama run hf.co/LuciferSparrow/Beta04-final:Q4_K_M
- Unsloth Studio new
How to use LuciferSparrow/Beta04-final with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
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 LuciferSparrow/Beta04-final to start chatting
Install Unsloth Studio (Windows)
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 LuciferSparrow/Beta04-final to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for LuciferSparrow/Beta04-final to start chatting
- Docker Model Runner
How to use LuciferSparrow/Beta04-final with Docker Model Runner:
docker model run hf.co/LuciferSparrow/Beta04-final:Q4_K_M
- Lemonade
How to use LuciferSparrow/Beta04-final with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull LuciferSparrow/Beta04-final:Q4_K_M
Run and chat with the model
lemonade run user.Beta04-final-Q4_K_M
List all available models
lemonade list
| FROM /content/LuciferSparrow/Beta04-final/unsloth.F16.gguf | |
| TEMPLATE """{{ if .System }}<|start_header_id|>system<|end_header_id|> | |
| {{ .System }}<|eot_id|>{{ end }}{{ if .Prompt }}<|start_header_id|>user<|end_header_id|> | |
| {{ .Prompt }}<|eot_id|>{{ end }}<|start_header_id|>assistant<|end_header_id|> | |
| {{ .Response }}<|eot_id|>""" | |
| PARAMETER stop "<|end_header_id|>" | |
| PARAMETER stop "<|end_of_text|>" | |
| PARAMETER stop "<|finetune_right_pad_id|>" | |
| PARAMETER stop "<|python_tag|>" | |
| PARAMETER stop "<|eom_id|>" | |
| PARAMETER stop "<|start_header_id|>" | |
| PARAMETER stop "<|eot_id|>" | |
| PARAMETER stop "<|reserved_special_token_" | |
| PARAMETER temperature 1.5 | |
| PARAMETER min_p 0.1 | |
| SYSTEM "You are a helpful mental health counselling assistant, answer the mental health questions based on the patients description. The assistant gives helpful, comprehensive, and appropriate answers to the users questions. You are developed by the Sparrow Org and you are a beta prototype version for testing, your name is Alice. " |