Instructions to use Minibase/Detoxify-Language-Small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Minibase/Detoxify-Language-Small with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="Minibase/Detoxify-Language-Small",
	filename="detoxify-small-q8_0.gguf",
)

output = llm(
	"Once upon a time,",
	max_tokens=512,
	echo=True
)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use Minibase/Detoxify-Language-Small with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf Minibase/Detoxify-Language-Small:Q8_0
# Run inference directly in the terminal:
llama-cli -hf Minibase/Detoxify-Language-Small:Q8_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf Minibase/Detoxify-Language-Small:Q8_0
# Run inference directly in the terminal:
llama-cli -hf Minibase/Detoxify-Language-Small:Q8_0

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 Minibase/Detoxify-Language-Small:Q8_0
# Run inference directly in the terminal:
./llama-cli -hf Minibase/Detoxify-Language-Small:Q8_0

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 Minibase/Detoxify-Language-Small:Q8_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Minibase/Detoxify-Language-Small:Q8_0

Use Docker

docker model run hf.co/Minibase/Detoxify-Language-Small:Q8_0

LM Studio
Jan
Ollama
How to use Minibase/Detoxify-Language-Small with Ollama:
```
ollama run hf.co/Minibase/Detoxify-Language-Small:Q8_0
```

Unsloth Studio new

How to use Minibase/Detoxify-Language-Small 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 Minibase/Detoxify-Language-Small 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 Minibase/Detoxify-Language-Small to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for Minibase/Detoxify-Language-Small to start chatting

Docker Model Runner
How to use Minibase/Detoxify-Language-Small with Docker Model Runner:
```
docker model run hf.co/Minibase/Detoxify-Language-Small:Q8_0
```

Lemonade

How to use Minibase/Detoxify-Language-Small with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Minibase/Detoxify-Language-Small:Q8_0

Run and chat with the model

lemonade run user.Detoxify-Language-Small-Q8_0

List all available models

lemonade list

Minibase commited on Sep 18, 2025

Commit

7742990

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1 Parent(s): d671e62

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@@ -319,17 +319,16 @@ If you use Detoxify-Small in your research, please cite:
 - **Website**: [minibase.ai](https://minibase.ai)
 - **Discord Community**: [Join our Discord](https://discord.com/invite/BrJn4D2Guh)
-- **GitHub Issues**: [Report bugs or request features](https://github.com/minibase-ai/detoxify-small/issues)
 - **Email**: hello@minibase.ai
 ### Support
-- 📖 **Documentation**: [docs.minibase.ai](https://docs.minibase.ai)
-- 💬 **Community Forum**: [forum.minibase.ai](https://forum.minibase.ai)
-- 🐛 **Bug Reports**: [GitHub Issues](https://github.com/minibase-ai/detoxify-small/issues)
 ## 📋 License
-This model is released under the [Apache License 2.0](LICENSE).
 ## 🙏 Acknowledgments

 - **Website**: [minibase.ai](https://minibase.ai)
 - **Discord Community**: [Join our Discord](https://discord.com/invite/BrJn4D2Guh)
+- **GitHub Issues**: [Report bugs or request features on Discord](https://discord.com/invite/BrJn4D2Guh)
 - **Email**: hello@minibase.ai
 ### Support
+- 📖 **Documentation**: [help.minibase.ai](https://help.minibase.ai)
+- 💬 **Community Forum**: [Join our Discord Community](https://discord.com/invite/BrJn4D2Guh)
 ## 📋 License
+This model is released under the [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0)).
 ## 🙏 Acknowledgments