cashxout/gemma-3-4b-vl-it-gemini-pro-heretic-uncensored-thinking_gguf overview

{
  "metadata": {},
  "card_data": {
    "license": "apache-2.0",
    "language": [
      "en"
    ],
    "tags": [
      "vision-language",
      "multimodal",
      "uncensored",
      "gguf",
      "text-generation",
      "image-understanding"
    ],
    "base_model": [
      "Gemma-3-4B"
    ],
    "frontmatter": {
      "license": "apache-2.0",
      "language": [
        "en"
      ],
      "tags": [
        "vision-language",
        "multimodal",
        "uncensored",
        "gguf",
        "text-generation",
        "image-understanding"
      ],
      "base_model": [
        "Gemma-3-4B"
      ]
    },
    "hero_image_url": "",
    "summary": "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. ---",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nlicense: apache-2.0\nlanguage:\n- en\ntags:\n- vision-language\n- multimodal\n- uncensored\n- gguf\n- text-generation\n- image-understanding\nbase_model:\n- Gemma-3-4B\n---\n\n# Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking-GGUF\n\nThis 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.\nThe model is designed for open-ended reasoning, multimodal understanding, and minimal alignment constraints, making it suitable for experimentation, research, and advanced local deployments.\n\n---\n\n## Model Summary\n\n- **Model ID**: Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking-GGUF  \n- **Architecture**: Gemma 3 (4B parameters)  \n- **Type**: Vision-Language (Text + Image)  \n- **Format**: GGUF  \n- **Publisher**: mradermacher  \n- **License**: Apache 2.0 (inherits from base model)\n\n---\n\n## Key Characteristics\n\n- Multimodal input support (text + images)\n- Instruction-tuned for conversational and reasoning tasks\n- Reduced content filtering and alignment constraints\n- Optimized for local inference runtimes\n- Suitable for research, exploration, and advanced user workflows\n\n> ⚠️ This model is **uncensored**. Outputs may include sensitive or unfiltered content. Use responsibly.\n\n---\n\n## Supported Use Cases\n\n### Text-Based\n- Conversational assistants\n- Creative writing and storytelling\n- Summarization and rewriting\n- General reasoning and analysis\n\n### Vision + Text\n- Image captioning\n- Visual question answering\n- Scene and object understanding\n- Multimodal reasoning tasks\n\n---\n\n## GGUF Compatibility\n\nThis model can be used with GGUF-compatible runtimes such as:\n\n- `llama.cpp`\n- Ollama (GGUF-based builds)\n- Other local inference engines supporting GGUF\n\nPerformance and supported features may vary depending on runtime and hardware.\n\n---\n\n## Basic Usage Example\n\n### Command Line (llama.cpp-style)\n\n```bash\n./main \\\n  -m Andycurrent/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF_F16.gguf \\\n  -p \"Describe the key idea behind multimodal AI models.\"\n````\n\n\n## Usage Notes\n\n- Provide clear, explicit prompts for best results\n- When using images, ensure proper formatting and resolution\n- Add moderation or filtering layers if deploying in public-facing applications\n\n\n## Ethical Considerations\n\nDue to its uncensored nature:\n\n- Not recommended for unrestricted public deployment\n- Should not be used in safety-critical environments\n- Users are responsible for compliance with applicable laws and policies\n\n---\n\n## Acknowledgements\n\n- Gemma base model contributors \n- Open-source inference and quantization communities\n- Tools and runtimes enabling efficient local LLM deployment\n\n---\n\n\n",
    "related_quantizations": []
  },
  "tags": [
    "gguf",
    "vision-language",
    "multimodal",
    "uncensored",
    "text-generation",
    "image-understanding",
    "en",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ],
  "likes": 2,
  "downloads": 378,
  "gated": false,
  "private": false,
  "last_modified": "2026-02-17T12:34:48.000Z",
  "created_at": "2026-02-17T12:34:48.000Z",
  "pipeline_tag": "text-generation",
  "library_name": ""
}

{
  "_id": "6994606882c0e5f78ecdf809",
  "id": "cashxout/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF",
  "modelId": "cashxout/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF",
  "sha": "3436d824a3f05e7f7bbc2486cbc27511c8cfb877",
  "createdAt": "2026-02-17T12:34:48.000Z",
  "lastModified": "2026-02-17T12:34:48.000Z",
  "author": "cashxout",
  "downloads": 378,
  "likes": 2,
  "gated": false,
  "private": false,
  "pipeline_tag": "text-generation",
  "library_name": "",
  "siblings_count": 10
}