Instructions to use osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF",
	filename="model-Q3_K_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use osmapi/Nidum-Gemma-3-4B-it-Uncensored-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 osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M
# Run inference directly in the terminal:
llama cli -hf osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M
# Run inference directly in the terminal:
llama cli -hf osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_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 osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M
# Run inference directly in the terminal:
./llama-cli -hf osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_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 osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M

Use Docker

docker model run hf.co/osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M

LM Studio
Jan
Ollama
How to use osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF with Ollama:
```
ollama run hf.co/osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M
```

Unsloth Studio

How to use osmapi/Nidum-Gemma-3-4B-it-Uncensored-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 osmapi/Nidum-Gemma-3-4B-it-Uncensored-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 osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF with Docker Model Runner:
```
docker model run hf.co/osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M
```

Lemonade

How to use osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull osmapi/Nidum-Gemma-3-4B-it-Uncensored-GGUF:Q3_K_M

Run and chat with the model

lemonade run user.Nidum-Gemma-3-4B-it-Uncensored-GGUF-Q3_K_M

List all available models

lemonade list

Nidum-Gemma-3-4B-it-Uncensored-GGUF / README.md

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Create README.md

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	---
	license: gemma
	tags:
	- Uncensored
	---
	# 🚀 Nidum Gemma-3-4B IT Uncensored GGUF

	Welcome to Nidum's Gemma-3-4B IT Uncensored GGUF, designed for creators, researchers, and AI enthusiasts looking for a powerful, versatile, and unrestricted AI experience. Our quantized models give you fast, efficient, and high-quality inference, empowering innovative use cases without limitations.

	## 🌟 Why Choose Nidum Gemma-3-4B IT Uncensored?

	- Unrestricted AI: No censorship—ideal for exploring creative and innovative ideas.
	- Efficiency & Speed: Optimized quantizations for rapid inference on diverse hardware.
	- Versatility: Excellent for creative writing, chatbot development, educational tools, personalized assistants, and more.
	- Open & Community-centric: Embrace the power of open, community-driven AI.

	## 📥 Available GGUF Models

	Choose from multiple GGUF quantized formats tailored for your specific needs:

	\| Quantization \| Description \| Bits per Weight \| Link \|
	\|--------------\|-------------\|-----------------\|------\|
	\| Q8_0 \| Best accuracy and excellent performance \| 8-bit \| [model-Q8_0.gguf](model-Q8_0.gguf) \|
	\| Q6_K \| Strong accuracy, faster inference \| 6-bit \| [model-Q6_K.gguf](model-Q6_K.gguf) \|
	\| Q5_K_M \| Ideal balance of speed & accuracy \| 5-bit \| [model-Q5_K_M.gguf](model-Q5_K_M.gguf) \|
	\| Q3_K_M \| Memory-efficient with good performance \| 3-bit \| [model-Q3_K_M.gguf](model-Q3_K_M.gguf) \|
	\| TQ2_0 \| Tiny quantization for maximum speed \| 2-bit \| [model-TQ2_0.gguf](model-TQ2_0.gguf) \|
	\| TQ1_0 \| Ultra-lightweight, minimal memory usage \| 1-bit \| [model-TQ1_0.gguf](model-TQ1_0.gguf) \|

	## 🎯 Recommended Quantization Usage:
	- Highest Quality & Performance: `Q8_0` or `Q6_K`
	- Balanced Approach: `Q5_K_M`
	- Low-resource Environments (mobile, edge): `Q3_K_M`, `TQ2_0`, or `TQ1_0`

	---

	## 🌟 Use-Cases & Applications

	Explore limitless AI use-cases with Nidum Gemma-3-4B IT Uncensored GGUF:

	- Creative Content Generation: Stories, scripts, poetry, and art.
	- Virtual Assistants: Natural, open-ended conversations.
	- Educational Purposes: Enhanced, unrestricted learning interactions.
	- Interactive Entertainment: Rich storytelling and immersive role-play.
	- Research and Innovation: Test new ideas and hypotheses without censorship.

	---

	## ✨ Unleash Your Creativity with Nidum

	Dive in today and experience an uncensored, fast, and powerful AI journey tailored for open-minded creators, innovators, and AI enthusiasts!

	Enjoy your uncensored AI experience with Nidum! 🚀

	---
	license: gemma
	tags:
	- Uncensored
	---
	# 🚀 Nidum Gemma-3-4B IT Uncensored GGUF

	Welcome to Nidum's Gemma-3-4B IT Uncensored GGUF, designed for creators, researchers, and AI enthusiasts looking for a powerful, versatile, and unrestricted AI experience. Our quantized models give you fast, efficient, and high-quality inference, empowering innovative use cases without limitations.

	## 🌟 Why Choose Nidum Gemma-3-4B IT Uncensored?

	- Unrestricted AI: No censorship—ideal for exploring creative and innovative ideas.
	- Efficiency & Speed: Optimized quantizations for rapid inference on diverse hardware.
	- Versatility: Excellent for creative writing, chatbot development, educational tools, personalized assistants, and more.
	- Open & Community-centric: Embrace the power of open, community-driven AI.

	## 📥 Available GGUF Models

	Choose from multiple GGUF quantized formats tailored for your specific needs:

	\| Quantization \| Description \| Bits per Weight \| Link \|
	\|--------------\|-------------\|-----------------\|------\|
	\| Q8_0 \| Best accuracy and excellent performance \| 8-bit \| [model-Q8_0.gguf](model-Q8_0.gguf) \|
	\| Q6_K \| Strong accuracy, faster inference \| 6-bit \| [model-Q6_K.gguf](model-Q6_K.gguf) \|
	\| Q5_K_M \| Ideal balance of speed & accuracy \| 5-bit \| [model-Q5_K_M.gguf](model-Q5_K_M.gguf) \|
	\| Q3_K_M \| Memory-efficient with good performance \| 3-bit \| [model-Q3_K_M.gguf](model-Q3_K_M.gguf) \|
	\| TQ2_0 \| Tiny quantization for maximum speed \| 2-bit \| [model-TQ2_0.gguf](model-TQ2_0.gguf) \|
	\| TQ1_0 \| Ultra-lightweight, minimal memory usage \| 1-bit \| [model-TQ1_0.gguf](model-TQ1_0.gguf) \|

	## 🎯 Recommended Quantization Usage:
	- Highest Quality & Performance: `Q8_0` or `Q6_K`
	- Balanced Approach: `Q5_K_M`
	- Low-resource Environments (mobile, edge): `Q3_K_M`, `TQ2_0`, or `TQ1_0`

	---

	## 🌟 Use-Cases & Applications

	Explore limitless AI use-cases with Nidum Gemma-3-4B IT Uncensored GGUF:

	- Creative Content Generation: Stories, scripts, poetry, and art.
	- Virtual Assistants: Natural, open-ended conversations.
	- Educational Purposes: Enhanced, unrestricted learning interactions.
	- Interactive Entertainment: Rich storytelling and immersive role-play.
	- Research and Innovation: Test new ideas and hypotheses without censorship.

	---

	## ✨ Unleash Your Creativity with Nidum

	Dive in today and experience an uncensored, fast, and powerful AI journey tailored for open-minded creators, innovators, and AI enthusiasts!

	Enjoy your uncensored AI experience with Nidum! 🚀