calcuis/gguf-node overview

{
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  "card_data": {
    "license": "mit",
    "language": [
      "en"
    ],
    "tags": [
      "comfyui",
      "gguf-comfy",
      "gguf-node"
    ],
    "widget": [
      {
        "text": "anime style anime girl with massive fennec ears and one big fluffy tail, she has blonde long hair blue eyes wearing a maid outfit with a long black gold leaf pattern dress, walking slowly to the front with sweetie smile, holding a fancy black forest cake with candles on top in the kitchen of an old dark Victorian mansion lit by candlelight with a bright window to the foggy forest",
        "output": {
          "url": "https://huggingface.co/calcuis/gguf-node/resolve/main/samples%5CComfyUI_00003_.webp"
        }
      },
      {
        "text": "drag it <metadata inside>",
        "output": {
          "url": "https://huggingface.co/calcuis/gguf-node/resolve/main/samples%5CComfyUI_00009_.webp"
        }
      },
      {
        "text": "drag it <metadata inside>",
        "output": {
          "url": "https://huggingface.co/calcuis/gguf-node/resolve/main/samples%5CComfyUI_00001_.webp"
        }
      }
    ],
    "frontmatter": {
      "license": "mit",
      "language": [
        "en"
      ],
      "tags": [
        "comfyui",
        "gguf-comfy",
        "gguf-node"
      ],
      "widget": [
        "text: >-",
        "text: drag it <metadata inside>",
        "text: drag it <metadata inside>"
      ]
    },
    "hero_image_url": "https://raw.githubusercontent.com/calcuis/comfy/master/gguf.gif",
    "summary": "!screenshot locate **gguf** from Add Node > extension dropdown menu (between 3d and api; second last option) ### **setup (in general)**",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nlicense: mit\nlanguage:\n- en\ntags:\n- comfyui\n- gguf-comfy\n- gguf-node\nwidget:\n- text: >-\n    anime style anime girl with massive fennec ears and one big fluffy tail, she\n    has blonde long hair blue eyes wearing a maid outfit with a long black gold\n    leaf pattern dress, walking slowly to the front with sweetie smile, holding\n    a fancy black forest cake with candles on top in the kitchen of an old dark\n    Victorian mansion lit by candlelight with a bright window to the foggy\n    forest\n  output:\n    url: samples\\ComfyUI_00003_.webp\n- text: drag it <metadata inside>\n  output:\n    url: samples\\ComfyUI_00009_.webp\n- text: drag it <metadata inside>\n  output:\n    url: samples\\ComfyUI_00001_.webp\n---\n\n# **gguf-node test pack**\n\n[<img src=\"https://raw.githubusercontent.com/calcuis/comfy/master/gguf.gif\" width=\"128\" height=\"128\">](https://github.com/calcuis/gguf)\n\n![screenshot](https://raw.githubusercontent.com/calcuis/comfy/master/gguf-node.png)\nlocate **gguf** from Add Node > extension dropdown menu (between 3d and api; second last option)\n\n### **setup (in general)**\n- drag gguf file(s) to diffusion_models folder (`./ComfyUI/models/diffusion_models`)\n- drag clip or encoder(s) to text_encoders folder (`./ComfyUI/models/text_encoders`)\n- drag controlnet adapter(s), if any, to controlnet folder (`./ComfyUI/models/controlnet`)\n- drag lora adapter(s), if any, to loras folder (`./ComfyUI/models/loras`)\n- drag vae decoder(s) to vae folder (`./ComfyUI/models/vae`)\n\n## **run it straight (no installation needed way; recommended)**\n- get the comfy pack with the new gguf-node ([pack](https://github.com/calcuis/gguf/releases))\n- run the .bat file in the main directory\n\n## **or, for existing user (alternative method)**\n- you could git clone the node to your `./ComfyUI/custom_nodes` (more details [here](https://github.com/calcuis/gguf/))\n- either navigate to `./ComfyUI/custom_nodes` first or drag and drop the node clone (gguf repo) there\n\n### **workflow**\n- drag any workflow json file to the activated browser; or\n- drag any generated output file (i.e., picture, video, etc.; which contains the workflow metadata) to the activated browser\n\n### **simulator**\n- design your own prompt; or\n- generate random prompt/descriptor(s) by the [simulator](https://prompt.calcuis.us) (might not applicable for all models)\n\n<Gallery />\n\n#### **booster**\n- drag safetensors file(s) to diffusion_models folder (./ComfyUI/models/diffusion_models)\n- select the safetensors model; click `Queue` (run); simply track the progress from console\n- when it was done; the boosted safetensors fp32 will be saved to the output folder (./ComfyUI/output)\n\n#### **cutter (beta)**\n- drag safetensors file(s) to diffusion_models folder (./ComfyUI/models/diffusion_models)\n- select the safetensors model; click `Queue` (run); simply track the progress from console\n- when it was done; the half-cut safetensors fp8_e4m3fn will be saved to the output folder (./ComfyUI/output)\n\n### **convertor (alpha)**\n- drag safetensors file(s) to diffusion_models folder (./ComfyUI/models/diffusion_models)\n- select the safetensors model; click `Queue` (run); track the progress from console\n- the converted gguf file will be saved to the output folder (./ComfyUI/output)\n\n### **convertor (reverse)**\n- drag gguf file(s) to diffusion_models folder (./ComfyUI/models/diffusion_models)\n- select the gguf model; click `Queue` (run); track the progress from console\n- the reverse converted safetensors file will be saved to the output folder (./ComfyUI/output)\n\n### **convertor (zero)**\n- drag safetensors file(s) to diffusion_models folder (./ComfyUI/models/diffusion_models)\n- select the safetensors model; click `Queue` (run); track the progress from console\n- the converted gguf file will be saved to the output folder (./ComfyUI/output)\n- zero means **no restrictions**; different from alpha; any form of safetensors can be converted; pig architecture will be applied for the output gguf\n\n### **latest feature: gguf vae🐷 loader is now working on gguf-node**\n- gguf vae is able to save memory consumption of your machine\n- convert your safetensors vae to gguf vae using **convertor (zero)**\n- then use it with the new **gguf vae loader**\n- same as gguf clip loaders, gguf vae loader is compatible with both safetensors and gguf file(s)\n\n### **disclaimer**\n- some models (original files) as well as part of the codes are obtained from somewhere or provided by someone else and we might not easily spot out the creator/contributor(s) behind, unless it was specified in the source; rather let it blank instead of anonymous/unnamed/unknown\n- we hope we are able to make more effort to trace the source; if it is your work, do let us know; we will address it back properly and probably; thanks for everything\n\n### **reference**\n- sd3.5, sdxl from [stabilityai](https://huggingface.co/stabilityai)\n- flux from [black-forest-labs](https://huggingface.co/black-forest-labs)\n- pixart from [pixart-alpha](https://huggingface.co/PixArt-alpha)\n- lumina from [alpha-vllm](https://huggingface.co/Alpha-VLLM)\n- aura from [fal](https://huggingface.co/fal)\n- mochi from [genmo](https://huggingface.co/genmo)\n- hyvid from [tencent](https://huggingface.co/tencent)\n- wan from [wan-ai](https://huggingface.co/Wan-AI)\n- ltxv from [lightricks](https://huggingface.co/Lightricks)\n- cosmos from [nvidia](https://huggingface.co/nvidia)\n- pig architecture from [connector](https://huggingface.co/connector)\n- comfyui from [comfyanonymous](https://github.com/comfyanonymous/ComfyUI)\n- comfyui-gguf from [city96](https://github.com/city96/ComfyUI-GGUF)\n- llama.cpp from [ggerganov](https://github.com/ggerganov/llama.cpp)\n- llama-cpp-python from [abetlen](https://github.com/abetlen/llama-cpp-python)\n- gguf-connector ([pypi](https://pypi.org/project/gguf-connector)|[repo](https://github.com/calcuis/gguf-connector))\n- gguf-node ([pypi](https://pypi.org/project/gguf-node)|[repo](https://github.com/calcuis/gguf)|[pack](https://github.com/calcuis/gguf/releases))",
    "related_quantizations": []
  },
  "tags": [
    "diffusers",
    "safetensors",
    "gguf",
    "comfyui",
    "gguf-comfy",
    "gguf-node",
    "en",
    "doi:10.57967/hf/4583",
    "license:mit",
    "region:us"
  ],
  "likes": 14,
  "downloads": 2994,
  "gated": false,
  "private": false,
  "last_modified": "2025-04-04T08:07:16.000Z",
  "created_at": "2024-12-31T09:27:15.000Z",
  "pipeline_tag": "",
  "library_name": "diffusers"
}

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  "id": "calcuis/gguf-node",
  "modelId": "calcuis/gguf-node",
  "sha": "99a8195e67fd6d762e2910632af4d4bfecec6d9f",
  "createdAt": "2024-12-31T09:27:15.000Z",
  "lastModified": "2025-04-04T08:07:16.000Z",
  "author": "calcuis",
  "downloads": 2994,
  "likes": 14,
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  "pipeline_tag": "",
  "library_name": "diffusers",
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