Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF

Instructions to use YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_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 YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_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 YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_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 YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M

Use Docker

docker model run hf.co/YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_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": "YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker

docker model run hf.co/YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M

Ollama
How to use YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF with Ollama:
```
ollama run hf.co/YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M
```

Unsloth Studio

How to use YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_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 YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_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 YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF to start chatting

Docker Model Runner
How to use YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF with Docker Model Runner:
```
docker model run hf.co/YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M
```

Lemonade

How to use YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull YungBoiMGB17b1/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

YungBoiMGB17b1

Andycurrent commited on Apr 11

Commit

89cb19e

0 Parent(s):

Duplicate from Andycurrent/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF

Browse files

Files changed (10) hide show

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+---
+license: apache-2.0
+language:
+- en
+tags:
+- vision-language
+- multimodal
+- uncensored
+- gguf
+- text-generation
+- image-understanding
+base_model:
+- DavidAU/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking
+pipeline_tag: image-text-to-text
+---
+# Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking-GGUF
+This repository contains **Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking-GGUF**, a 4B-parameter **vision-language instruction-tuned model** provided in **GGUF** format for efficient local inference.
+The model is designed for open-ended reasoning, multimodal understanding, and minimal alignment constraints, making it suitable for experimentation, research, and advanced local deployments.
+---
+## Model Summary
+- **Model ID**: Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking-GGUF
+- **Architecture**: Gemma 3 (4B parameters)
+- **Type**: Vision-Language (Text + Image)
+- **Format**: GGUF
+- **Publisher**: mradermacher
+- **License**: Apache 2.0 (inherits from base model)
+---
+## Key Characteristics
+- Multimodal input support (text + images)
+- Instruction-tuned for conversational and reasoning tasks
+- Reduced content filtering and alignment constraints
+- Optimized for local inference runtimes
+- Suitable for research, exploration, and advanced user workflows
+> ⚠️ This model is **uncensored**. Outputs may include sensitive or unfiltered content. Use responsibly.
+---
+## Supported Use Cases
+### Text-Based
+- Conversational assistants
+- Creative writing and storytelling
+- Summarization and rewriting
+- General reasoning and analysis
+### Vision + Text
+- Image captioning
+- Visual question answering
+- Scene and object understanding
+- Multimodal reasoning tasks
+---
+## GGUF Compatibility
+This model can be used with GGUF-compatible runtimes such as:
+- `llama.cpp`
+- Ollama (GGUF-based builds)
+- Other local inference engines supporting GGUF
+Performance and supported features may vary depending on runtime and hardware.
+---
+## Basic Usage Example
+### Command Line (llama.cpp-style)
+```bash
+./main \
+  -m Andycurrent/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF_F16.gguf \
+  -p "Describe the key idea behind multimodal AI models."
+````
+## Usage Notes
+- Provide clear, explicit prompts for best results
+- When using images, ensure proper formatting and resolution
+- Add moderation or filtering layers if deploying in public-facing applications
+## Ethical Considerations
+Due to its uncensored nature:
+- Not recommended for unrestricted public deployment
+- Should not be used in safety-critical environments
+- Users are responsible for compliance with applicable laws and policies
+---
+## Acknowledgements
+- Gemma base model contributors
+- Open-source inference and quantization communities
+- Tools and runtimes enabling efficient local LLM deployment
+---