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Model: cashxout/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF Source: Original Platform
2026-06-19 01:32:17 +08:00
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+---
+license: apache-2.0
+language:
+- en
+tags:
+- vision-language
+- multimodal
+- uncensored
+- gguf
+- text-generation
+- image-understanding
+base_model:
+- Gemma-3-4B
+---
+
+# 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
+
+---
+
+