zelk12/gemma-3-12b-it-vl-polaris-glm-4.7-flash-var-thinking-instruct-heretic-uncensored-q6_k-gguf overview

{
  "metadata": {},
  "card_data": {
    "license": "apache-2.0",
    "datasets": [
      "TeichAI/glm-4.7-2000x",
      "TeichAI/polaris-alpha-1000x"
    ],
    "language": [
      "en"
    ],
    "base_model": "DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored",
    "pipeline_tag": "image-text-to-text",
    "library_name": "transformers",
    "tags": [
      "uncensored",
      "heretic",
      "abliterated",
      "unsloth",
      "finetune",
      "All use cases",
      "bfloat16",
      "creative",
      "creative writing",
      "fiction writing",
      "plot generation",
      "sub-plot generation",
      "story generation",
      "scene continue",
      "storytelling",
      "fiction story",
      "science fiction",
      "romance",
      "all genres",
      "story",
      "writing",
      "vivid prosing",
      "vivid writing",
      "fiction",
      "llama-cpp",
      "gguf-my-repo"
    ],
    "frontmatter": {
      "license": "apache-2.0",
      "datasets": [
        "TeichAI/glm-4.7-2000x",
        "TeichAI/polaris-alpha-1000x"
      ],
      "language": [
        "en"
      ],
      "base_model": "DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored",
      "pipeline_tag": "image-text-to-text",
      "library_name": "transformers",
      "tags": [
        "uncensored",
        "heretic",
        "abliterated",
        "unsloth",
        "finetune",
        "All use cases",
        "bfloat16",
        "creative",
        "creative writing",
        "fiction writing",
        "plot generation",
        "sub-plot generation",
        "story generation",
        "scene continue",
        "storytelling",
        "fiction story",
        "science fiction",
        "romance",
        "all genres",
        "story",
        "writing",
        "vivid prosing",
        "vivid writing",
        "fiction",
        "llama-cpp",
        "gguf-my-repo"
      ]
    },
    "hero_image_url": "",
    "summary": "This model was converted to GGUF format from DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nlicense: apache-2.0\ndatasets:\n- TeichAI/glm-4.7-2000x\n- TeichAI/polaris-alpha-1000x\nlanguage:\n- en\nbase_model: DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored\npipeline_tag: image-text-to-text\nlibrary_name: transformers\ntags:\n- uncensored\n- heretic\n- abliterated\n- unsloth\n- finetune\n- All use cases\n- bfloat16\n- creative\n- creative writing\n- fiction writing\n- plot generation\n- sub-plot generation\n- story generation\n- scene continue\n- storytelling\n- fiction story\n- science fiction\n- romance\n- all genres\n- story\n- writing\n- vivid prosing\n- vivid writing\n- fiction\n- llama-cpp\n- gguf-my-repo\n---\n\n# zelk12/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q6_K-GGUF\nThis model was converted to GGUF format from [`DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored`](https://huggingface.co/DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.\nRefer to the [original model card](https://huggingface.co/DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored) for more details on the model.\n\n## Use with llama.cpp\nInstall llama.cpp through brew (works on Mac and Linux)\n\n```bash\nbrew install llama.cpp\n\n```\nInvoke the llama.cpp server or the CLI.\n\n### CLI:\n```bash\nllama-cli --hf-repo zelk12/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q6_K-GGUF --hf-file gemma-3-12b-it-vl-polaris-glm-4.7-flash-var-thinking-instruct-heretic-uncensored-q6_k.gguf -p \"The meaning to life and the universe is\"\n```\n\n### Server:\n```bash\nllama-server --hf-repo zelk12/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q6_K-GGUF --hf-file gemma-3-12b-it-vl-polaris-glm-4.7-flash-var-thinking-instruct-heretic-uncensored-q6_k.gguf -c 2048\n```\n\nNote: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.\n\nStep 1: Clone llama.cpp from GitHub.\n```\ngit clone https://github.com/ggerganov/llama.cpp\n```\n\nStep 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).\n```\ncd llama.cpp && LLAMA_CURL=1 make\n```\n\nStep 3: Run inference through the main binary.\n```\n./llama-cli --hf-repo zelk12/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q6_K-GGUF --hf-file gemma-3-12b-it-vl-polaris-glm-4.7-flash-var-thinking-instruct-heretic-uncensored-q6_k.gguf -p \"The meaning to life and the universe is\"\n```\nor \n```\n./llama-server --hf-repo zelk12/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored-Q6_K-GGUF --hf-file gemma-3-12b-it-vl-polaris-glm-4.7-flash-var-thinking-instruct-heretic-uncensored-q6_k.gguf -c 2048\n```\n",
    "related_quantizations": []
  },
  "tags": [
    "transformers",
    "gguf",
    "uncensored",
    "heretic",
    "abliterated",
    "unsloth",
    "finetune",
    "All use cases",
    "bfloat16",
    "creative",
    "creative writing",
    "fiction writing",
    "plot generation",
    "sub-plot generation",
    "story generation",
    "scene continue",
    "storytelling",
    "fiction story",
    "science fiction",
    "romance",
    "all genres",
    "story",
    "writing",
    "vivid prosing",
    "vivid writing",
    "fiction",
    "llama-cpp",
    "gguf-my-repo",
    "image-text-to-text",
    "en",
    "dataset:TeichAI/glm-4.7-2000x",
    "dataset:TeichAI/polaris-alpha-1000x",
    "base_model:DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored",
    "base_model:quantized:DavidAU/gemma-3-12b-it-vl-Polaris-GLM-4.7-Flash-VAR-Thinking-Instruct-Heretic-Uncensored",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ],
  "likes": 2,
  "downloads": 156,
  "gated": false,
  "private": false,
  "last_modified": "2026-02-06T15:49:53.000Z",
  "created_at": "2026-02-06T15:49:14.000Z",
  "pipeline_tag": "image-text-to-text",
  "library_name": "transformers"
}

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  "author": "zelk12",
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