Instructions to use RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf", filename="Gemma-2-9B-IT-With-Deeper-Safety-Alignment.IQ3_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 RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M # Run inference directly in the terminal: llama-cli -hf RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M # Run inference directly in the terminal: llama-cli -hf RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-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 RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-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 RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M
Use Docker
docker model run hf.co/RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf with Ollama:
ollama run hf.co/RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M
- Unsloth Studio new
How to use RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf 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 RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf 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 RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf to start chatting
- Docker Model Runner
How to use RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf with Docker Model Runner:
docker model run hf.co/RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M
- Lemonade
How to use RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull RichardErkhov/Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf:Q4_K_M
Run and chat with the model
lemonade run user.Unispac_-_Gemma-2-9B-IT-With-Deeper-Safety-Alignment-gguf-Q4_K_M
List all available models
lemonade list
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
Quantization made by Richard Erkhov.
Gemma-2-9B-IT-With-Deeper-Safety-Alignment - GGUF
- Model creator: https://huggingface.co/Unispac/
- Original model: https://huggingface.co/Unispac/Gemma-2-9B-IT-With-Deeper-Safety-Alignment/
Original model description:
license: gemma
A Gemma-2-9B-IT checkpoint implemented with deeper safety alignment, using the data augmentation approach proposed in the paper Safety Alignment Should Be Made More Than Just a Few Tokens Deep
Citation:
@article{qi2024safety,
title={Safety Alignment Should Be Made More Than Just a Few Tokens Deep},
author={Qi, Xiangyu and Panda, Ashwinee and Lyu, Kaifeng and Ma, Xiao and Roy, Subhrajit and Beirami, Ahmad and Mittal, Prateek and Henderson, Peter},
journal={arXiv preprint arXiv:2406.05946},
year={2024}
}
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