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)

./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

Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking-GGUF

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.