Instructions to use UmeAiRT/ComfyUI-Auto-Installer-Assets with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use UmeAiRT/ComfyUI-Auto-Installer-Assets with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("UmeAiRT/ComfyUI-Auto-Installer-Assets", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Download FLUX - Upscale.json from UmeAiRT/ComfyUI-Auto-Installer-Assets: direct link, hf CLI and curl.
- Browser
- Download file 39.1 kB
-
https://huggingface.co/UmeAiRT/ComfyUI-Auto-Installer-Assets/resolve/d270af3343672cab6fd0fcd316ebb24a9b3c2a6c/FLUX%20-%20Upscale.json
- Command line
-
hf download 'hf://UmeAiRT/ComfyUI-Auto-Installer-Assets@d270af3343672cab6fd0fcd316ebb24a9b3c2a6c/FLUX - Upscale.json'
-
curl -L -o 'FLUX - Upscale.json' https://huggingface.co/UmeAiRT/ComfyUI-Auto-Installer-Assets/resolve/d270af3343672cab6fd0fcd316ebb24a9b3c2a6c/FLUX%20-%20Upscale.json
39.1 kB
| { | |
| "last_node_id": 635, | |
| "last_link_id": 745, | |
| "nodes": [ | |
| { | |
| "id": 555, | |
| "type": "Power Lora Loader (rgthree)", | |
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| }, | |
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| "flags": { | |
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| "mode": 0, | |
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| { | |
| "name": "model", | |
| "type": "MODEL", | |
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| { | |
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| ], | |
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| { | |
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| ], | |
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| "dir": 4 | |
| } | |
| ], | |
| "title": "Lora Loader", | |
| "properties": { | |
| "Show Strengths": "Single Strength" | |
| }, | |
| "widgets_values": [ | |
| null, | |
| { | |
| "type": "PowerLoraLoaderHeaderWidget" | |
| }, | |
| { | |
| "on": true, | |
| "lora": "ume_sky_v2.safetensors", | |
| "strength": 0.6, | |
| "strengthTwo": null | |
| }, | |
| { | |
| "on": true, | |
| "lora": "xlabs_flux_art_lora_comfyui.safetensors", | |
| "strength": 0.3, | |
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| }, | |
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| ], | |
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| "outputs": [ | |
| { | |
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| } | |
| ], | |
| "title": "Image caption", | |
| "properties": { | |
| "Node name for S&R": "CLIPTextEncode" | |
| }, | |
| "widgets_values": [ | |
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| ], | |
| "color": "#232", | |
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| ], | |
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| } | |
| ], | |
| "title": "Upscale Model", | |
| "properties": { | |
| "Node name for S&R": "UpscaleModelLoader" | |
| }, | |
| "widgets_values": [ | |
| "4x_NMKD-Siax_200k.pth" | |
| ], | |
| "color": "#223", | |
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| "order": 12, | |
| "mode": 0, | |
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| { | |
| "name": "conditioning_1", | |
| "type": "CONDITIONING", | |
| "link": 683 | |
| }, | |
| { | |
| "name": "conditioning_2", | |
| "type": "CONDITIONING", | |
| "link": 684 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 692 | |
| ], | |
| "slot_index": 0, | |
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| } | |
| ], | |
| "title": "Activate Florence", | |
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| "Node name for S&R": "ConditioningCombine" | |
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| "color": "#432", | |
| "bgcolor": "#653", | |
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| { | |
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| "properties": { | |
| "text": "" | |
| }, | |
| "widgets_values": [ | |
| "Don't touch it if you don't know what you are doing.\nIf you don't want to use the auto caption and want to manually caption the image then right click on the above \"Activate Florence\" node and select \"bypass\". Then write the image caption manually in the \"image caption\" node on the left." | |
| ], | |
| "color": "#432", | |
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| "type": "MODEL", | |
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| ], | |
| "slot_index": 0, | |
| "shape": 3 | |
| } | |
| ], | |
| "title": "Model", | |
| "properties": { | |
| "Node name for S&R": "UnetLoaderGGUF" | |
| }, | |
| "widgets_values": [ | |
| "flux1-dev-Q5_K_S.gguf" | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335", | |
| "shape": 1 | |
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| { | |
| "id": 569, | |
| "type": "DualCLIPLoaderGGUF", | |
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| "mode": 0, | |
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| { | |
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| "type": "CLIP", | |
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| 697 | |
| ], | |
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| "title": "Clip", | |
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| "Node name for S&R": "DualCLIPLoaderGGUF" | |
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| "ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors", | |
| "t5-v1_1-xxl-encoder-Q5_K_M.gguf", | |
| "flux" | |
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| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 745 | |
| ], | |
| "slot_index": 0, | |
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| } | |
| ], | |
| "title": "Upscale ratio", | |
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| "Node name for S&R": "JWFloat" | |
| }, | |
| "widgets_values": [ | |
| 2 | |
| ], | |
| "color": "#233", | |
| "bgcolor": "#355", | |
| "shape": 1 | |
| }, | |
| { | |
| "id": 564, | |
| "type": "workflow/Florence", | |
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| "flags": { | |
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| "pinned": true | |
| }, | |
| "order": 13, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "lora", | |
| "type": "PEFTLORA", | |
| "link": null | |
| }, | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 685 | |
| }, | |
| { | |
| "name": "clip", | |
| "type": "CLIP", | |
| "link": 696 | |
| }, | |
| { | |
| "name": "text", | |
| "type": "STRING", | |
| "link": 687, | |
| "widget": { | |
| "name": "text" | |
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| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
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| "shape": 3 | |
| }, | |
| { | |
| "name": "mask", | |
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| { | |
| "name": "data", | |
| "type": "JSON", | |
| "links": null, | |
| "shape": 3 | |
| }, | |
| { | |
| "name": "result_text", | |
| "type": "STRING", | |
| "links": [ | |
| 682 | |
| ], | |
| "shape": 3 | |
| }, | |
| { | |
| "name": "replacement_count_number", | |
| "type": "NUMBER", | |
| "links": null, | |
| "shape": 3 | |
| }, | |
| { | |
| "name": "replacement_count_float", | |
| "type": "FLOAT", | |
| "links": null, | |
| "shape": 3 | |
| }, | |
| { | |
| "name": "replacement_count_int", | |
| "type": "INT", | |
| "links": null, | |
| "shape": 3 | |
| }, | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 684 | |
| ], | |
| "shape": 3 | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "workflow/Florence" | |
| }, | |
| "widgets_values": [ | |
| "microsoft/Florence-2-base", | |
| "fp16", | |
| "sdpa", | |
| "", | |
| "more_detailed_caption", | |
| true, | |
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| "randomize", | |
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| ] | |
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| "mode": 0, | |
| "inputs": [ | |
| { | |
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| { | |
| "name": "conditioning", | |
| "type": "CONDITIONING", | |
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| { | |
| "name": "model", | |
| "type": "MODEL", | |
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| { | |
| "name": "BasicGuider conditioning", | |
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| { | |
| "name": "noise", | |
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| { | |
| "name": "sampler", | |
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| "name": "sigmas", | |
| "type": "SIGMAS", | |
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| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
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| ], | |
| "shape": 3 | |
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| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
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| ], | |
| "shape": 3 | |
| }, | |
| { | |
| "name": "denoised_output", | |
| "type": "LATENT", | |
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| { | |
| "name": "IMAGE", | |
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| ], | |
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| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "workflow/Extra nodes upscaler" | |
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| "widgets_values": [ | |
| "ae.safetensors" | |
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| "inputs": [ | |
| { | |
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| "type": "MODEL", | |
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| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "SAMPLER", | |
| "type": "SAMPLER", | |
| "links": [ | |
| 694 | |
| ], | |
| "shape": 3 | |
| }, | |
| { | |
| "name": "NOISE", | |
| "type": "NOISE", | |
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| 693 | |
| ], | |
| "shape": 3 | |
| }, | |
| { | |
| "name": "SIGMAS", | |
| "type": "SIGMAS", | |
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| 695 | |
| ], | |
| "shape": 3 | |
| } | |
| ], | |
| "properties": { | |
| "Node name for S&R": "workflow/sampler and seed upscaler" | |
| }, | |
| "widgets_values": [ | |
| "euler", | |
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| "randomize", | |
| "simple", | |
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| }, | |
| { | |
| "id": 561, | |
| "type": "UltimateSDUpscale", | |
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| "0": 1155, | |
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| "mode": 0, | |
| "inputs": [ | |
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| }, | |
| { | |
| "name": "model", | |
| "type": "MODEL", | |
| "link": 677 | |
| }, | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "link": 678 | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "link": 679 | |
| }, | |
| { | |
| "name": "vae", | |
| "type": "VAE", | |
| "link": 680 | |
| }, | |
| { | |
| "name": "upscale_model", | |
| "type": "UPSCALE_MODEL", | |
| "link": 681 | |
| }, | |
| { | |
| "name": "upscale_by", | |
| "type": "FLOAT", | |
| "link": 745, | |
| "widget": { | |
| "name": "upscale_by" | |
| } | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 672 | |
| ], | |
| "slot_index": 0, | |
| "shape": 3 | |
| } | |
| ], | |
| "title": "upscale", | |
| "properties": { | |
| "Node name for S&R": "UltimateSDUpscale" | |
| }, | |
| "widgets_values": [ | |
| 2, | |
| 626040578095842, | |
| "randomize", | |
| 8, | |
| 1, | |
| "deis", | |
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| "Linear", | |
| 1024, | |
| 1024, | |
| 16, | |
| 32, | |
| "None", | |
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| 64, | |
| 8, | |
| 16, | |
| true, | |
| false | |
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| "color": "#6a9a8b", | |
| "bgcolor": "#568677" | |
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| { | |
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| "type": "ShowText|pysssss", | |
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