Model Intelligence Sheet
yybl/qwen3-32b-vl-instruct-polaris-hi16-heretic-uncensored-q4_k_m-gguf overview
This model was converted to GGUF format from DavidAU/Qwen3-32B-VL-Instruct-Polaris-HI16-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.
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192
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0
Pipeline
image-text-to-text
Library
transformers
Visibility
Public
Access
Open
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| File | Type | Quantization | Size | Link |
|---|---|---|---|---|
| qwen3-32b-vl-instruct-polaris-hi16-heretic-uncensored-q4_k_m.gguf | GGUF | Q4_K_M | 18.40 GB | Download |
Model Details Live
Metadata Inspector
Normalized metadata (stored in metadata_json)
{
"metadata": {},
"card_data": {
"language": [
"en",
"zh"
],
"license": "apache-2.0",
"tags": [
"unsloth",
"heretic",
"uncensored",
"abliterated",
"fine tune",
"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",
"roleplaying",
"bfloat16",
"swearing",
"rp",
"horror",
"r rated",
"x rated",
"all use cases",
"llama-cpp",
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],
"library_name": "transformers",
"pipeline_tag": "image-text-to-text",
"datasets": [
"TeichAI/polaris-alpha-1000x"
],
"base_model": "DavidAU/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored",
"frontmatter": {
"language": [
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"license": "apache-2.0",
"tags": [
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],
"base_model": "DavidAU/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored"
},
"hero_image_url": "",
"summary": "This model was converted to GGUF format from DavidAU/Qwen3-32B-VL-Instruct-Polaris-HI16-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": "---\nlanguage:\n- en\n- zh\nlicense: apache-2.0\ntags:\n- unsloth\n- heretic\n- uncensored\n- abliterated\n- fine tune\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- roleplaying\n- bfloat16\n- swearing\n- rp\n- horror\n- r rated\n- x rated\n- all use cases\n- llama-cpp\n- gguf-my-repo\nlibrary_name: transformers\npipeline_tag: image-text-to-text\ndatasets:\n- TeichAI/polaris-alpha-1000x\nbase_model: DavidAU/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored\n---\n\n# yybl/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored-Q4_K_M-GGUF\nThis model was converted to GGUF format from [`DavidAU/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored`](https://huggingface.co/DavidAU/Qwen3-32B-VL-Instruct-Polaris-HI16-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/Qwen3-32B-VL-Instruct-Polaris-HI16-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 yybl/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored-Q4_K_M-GGUF --hf-file qwen3-32b-vl-instruct-polaris-hi16-heretic-uncensored-q4_k_m.gguf -p \"The meaning to life and the universe is\"\n```\n\n### Server:\n```bash\nllama-server --hf-repo yybl/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored-Q4_K_M-GGUF --hf-file qwen3-32b-vl-instruct-polaris-hi16-heretic-uncensored-q4_k_m.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 yybl/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored-Q4_K_M-GGUF --hf-file qwen3-32b-vl-instruct-polaris-hi16-heretic-uncensored-q4_k_m.gguf -p \"The meaning to life and the universe is\"\n```\nor \n```\n./llama-server --hf-repo yybl/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored-Q4_K_M-GGUF --hf-file qwen3-32b-vl-instruct-polaris-hi16-heretic-uncensored-q4_k_m.gguf -c 2048\n```\n",
"related_quantizations": []
},
"tags": [
"transformers",
"gguf",
"unsloth",
"heretic",
"uncensored",
"abliterated",
"fine tune",
"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",
"roleplaying",
"bfloat16",
"swearing",
"rp",
"horror",
"r rated",
"x rated",
"all use cases",
"llama-cpp",
"gguf-my-repo",
"image-text-to-text",
"en",
"zh",
"dataset:TeichAI/polaris-alpha-1000x",
"base_model:DavidAU/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored",
"base_model:quantized:DavidAU/Qwen3-32B-VL-Instruct-Polaris-HI16-Heretic-Uncensored",
"license:apache-2.0",
"endpoints_compatible",
"region:us"
],
"likes": 0,
"downloads": 192,
"gated": false,
"private": false,
"last_modified": "2026-02-28T11:22:48.000Z",
"created_at": "2026-02-28T11:21:21.000Z",
"pipeline_tag": "image-text-to-text",
"library_name": "transformers"
}
Source payload excerpt (from Hugging Face API)
{
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"sha": "6ac6b123490a47b4b5ad0d0fdf8fbcbef9b208d5",
"createdAt": "2026-02-28T11:21:21.000Z",
"lastModified": "2026-02-28T11:22:48.000Z",
"author": "yybl",
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