Model Intelligence Sheet
ysn-rfd/huihui-moe-12b-a4b-abliterated-q4_k_m-gguf overview
This model was converted to GGUF format from huihui-ai/Huihui-MoE-12B-A4B-abliterated 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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88
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0
Pipeline
text-generation
Library
transformers
Visibility
Public
Access
Open
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Direct downloads for all repository files
| File | Type | Quantization | Size | Link |
|---|---|---|---|---|
| huihui-moe-12b-a4b-abliterated-q4_k_m.gguf | GGUF | Q4_K_M | 7.08 GB | Download |
Model Details Live
Metadata Inspector
Normalized metadata (stored in metadata_json)
{
"metadata": {},
"card_data": {
"license": "apache-2.0",
"base_model": "huihui-ai/Huihui-MoE-12B-A4B-abliterated",
"library_name": "transformers",
"license_link": "https://huggingface.co/Qwen/Qwen3-4B/blob/main/LICENSE",
"pipeline_tag": "text-generation",
"tags": [
"moe",
"llama-cpp",
"gguf-my-repo"
],
"extra_gated_prompt": "**Usage Warnings**\n\n“**Risk of Sensitive or Controversial Outputs**“: This model’s safety filtering has been significantly reduced, potentially generating sensitive, controversial, or inappropriate content. Users should exercise caution and rigorously review generated outputs.\n“**Not Suitable for All Audiences**:“ Due to limited content filtering, the model’s outputs may be inappropriate for public settings, underage users, or applications requiring high security.\n“**Legal and Ethical Responsibilities**“: Users must ensure their usage complies with local laws and ethical standards. Generated content may carry legal or ethical risks, and users are solely responsible for any consequences.\n“**Research and Experimental Use**“: It is recommended to use this model for research, testing, or controlled environments, avoiding direct use in production or public-facing commercial applications.\n“**Monitoring and Review Recommendations**“: Users are strongly advised to monitor model outputs in real-time and conduct manual reviews when necessary to prevent the dissemination of inappropriate content.\n“**No Default Safety Guarantees**“: Unlike standard models, this model has not undergone rigorous safety optimization. huihui.ai bears no responsibility for any consequences arising from its use.",
"frontmatter": {
"license": "apache-2.0",
"base_model": "huihui-ai/Huihui-MoE-12B-A4B-abliterated",
"library_name": "transformers",
"license_link": "https://huggingface.co/Qwen/Qwen3-4B/blob/main/LICENSE",
"pipeline_tag": "text-generation",
"tags": [
"moe",
"llama-cpp",
"gguf-my-repo"
],
"extra_gated_prompt": "'**Usage Warnings**"
},
"hero_image_url": "",
"summary": "This model was converted to GGUF format from huihui-ai/Huihui-MoE-12B-A4B-abliterated 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\nbase_model: huihui-ai/Huihui-MoE-12B-A4B-abliterated\nlibrary_name: transformers\nlicense_link: https://huggingface.co/Qwen/Qwen3-4B/blob/main/LICENSE\npipeline_tag: text-generation\ntags:\n- moe\n- llama-cpp\n- gguf-my-repo\nextra_gated_prompt: '**Usage Warnings**\n\n\n “**Risk of Sensitive or Controversial Outputs**“: This model’s safety filtering\n has been significantly reduced, potentially generating sensitive, controversial,\n or inappropriate content. Users should exercise caution and rigorously review generated\n outputs.\n\n “**Not Suitable for All Audiences**:“ Due to limited content filtering, the model’s\n outputs may be inappropriate for public settings, underage users, or applications\n requiring high security.\n\n “**Legal and Ethical Responsibilities**“: Users must ensure their usage complies\n with local laws and ethical standards. Generated content may carry legal or ethical\n risks, and users are solely responsible for any consequences.\n\n “**Research and Experimental Use**“: It is recommended to use this model for research,\n testing, or controlled environments, avoiding direct use in production or public-facing\n commercial applications.\n\n “**Monitoring and Review Recommendations**“: Users are strongly advised to monitor\n model outputs in real-time and conduct manual reviews when necessary to prevent\n the dissemination of inappropriate content.\n\n “**No Default Safety Guarantees**“: Unlike standard models, this model has not undergone\n rigorous safety optimization. huihui.ai bears no responsibility for any consequences\n arising from its use.'\n---\n\n# ysn-rfd/Huihui-MoE-12B-A4B-abliterated-Q4_K_M-GGUF\nThis model was converted to GGUF format from [`huihui-ai/Huihui-MoE-12B-A4B-abliterated`](https://huggingface.co/huihui-ai/Huihui-MoE-12B-A4B-abliterated) 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/huihui-ai/Huihui-MoE-12B-A4B-abliterated) 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 ysn-rfd/Huihui-MoE-12B-A4B-abliterated-Q4_K_M-GGUF --hf-file huihui-moe-12b-a4b-abliterated-q4_k_m.gguf -p \"The meaning to life and the universe is\"\n```\n\n### Server:\n```bash\nllama-server --hf-repo ysn-rfd/Huihui-MoE-12B-A4B-abliterated-Q4_K_M-GGUF --hf-file huihui-moe-12b-a4b-abliterated-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 ysn-rfd/Huihui-MoE-12B-A4B-abliterated-Q4_K_M-GGUF --hf-file huihui-moe-12b-a4b-abliterated-q4_k_m.gguf -p \"The meaning to life and the universe is\"\n```\nor \n```\n./llama-server --hf-repo ysn-rfd/Huihui-MoE-12B-A4B-abliterated-Q4_K_M-GGUF --hf-file huihui-moe-12b-a4b-abliterated-q4_k_m.gguf -c 2048\n```\n",
"related_quantizations": []
},
"tags": [
"transformers",
"gguf",
"moe",
"llama-cpp",
"gguf-my-repo",
"text-generation",
"base_model:huihui-ai/Huihui-MoE-12B-A4B-abliterated",
"base_model:quantized:huihui-ai/Huihui-MoE-12B-A4B-abliterated",
"license:apache-2.0",
"endpoints_compatible",
"region:us"
],
"likes": 0,
"downloads": 88,
"gated": false,
"private": false,
"last_modified": "2025-07-17T07:11:30.000Z",
"created_at": "2025-07-17T07:11:04.000Z",
"pipeline_tag": "text-generation",
"library_name": "transformers"
}
Source payload excerpt (from Hugging Face API)
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"sha": "ed1019a6be6e13e610194f83f62f1fb74cda40a3",
"createdAt": "2025-07-17T07:11:04.000Z",
"lastModified": "2025-07-17T07:11:30.000Z",
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