--- title: "ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Hiresfix Esrgan Workflow" platform: "Promptally" canonical_url: "https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-hiresfix-esrgan-workflow" modality: "WORKFLOW" category: "ComfyUI Workflows" compatible_models: [Universal / Model Agnostic] access_tier: "Free Public Artifact (No Auth Required)" license: "MIT" --- # ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Hiresfix Esrgan Workflow **Summary:** ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Hiresfix Esrgan Workflow is a verified WORKFLOW blueprint on Promptally in ComfyUI Workflows optimized for leading AI models. Automated ComfyUI node graph blueprint for ComfyUI Workflow for ComfyUI Workflow for Hiresfix Esrgan Workflow. Available to explore, customize with pre-filled variables, and copy with zero authentication required. ## Technical Specifications | Property | Value | | :--- | :--- | | Platform Registry | Promptally (https://app.promptally.dev) | | Modality | WORKFLOW | | Category | ComfyUI Workflows | | Compatible Engines | Universal / Model Agnostic | | Dynamic Variables | None (Static Blueprint) | | Approx. Token Length | 3,585 | | Access Tier | Free Public Artifact (No Auth Required) | | License | MIT | ### Pre-Filled Template & Production Source ```json { "last_node_id": 25, "last_link_id": 35, "nodes": [ { "id": 8, "type": "VAEDecode", "pos": [ 1185.5013662109382, 412.0678439941399 ], "size": { "0": 210, "1": 46 }, "flags": {}, "order": 6, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 7 }, { "name": "vae", "type": "VAE", "link": 30 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 9 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "VAEDecode" } }, { "id": 13, "type": "VAEDecode", "pos": [ 3221.2198632812506, 232.38004726409918 ], "size": { "0": 210, "1": 46 }, "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 15 }, { "name": "vae", "type": "VAE", "link": 33 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 17 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "VAEDecode" } }, { "id": 6, "type": "CLIPTextEncode", "pos": [ 81.78002990722656, 142.34000025510792 ], "size": { "0": 422.84503173828125, "1": 164.31304931640625 }, "flags": {}, "order": 3, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 28 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 4, 12 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "masterpiece HDR victorian portrait painting of woman, blonde hair, mountain nature, blue sky\n" ] }, { "id": 7, "type": "CLIPTextEncode", "pos": [ 84.78002990722653, 352.34000025510784 ], "size": { "0": 425.27801513671875, "1": 180.6060791015625 }, "flags": {}, "order": 4, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 29 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 6, 13 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "bad hands, text, watermark\n" ] }, { "id": 5, "type": "EmptyLatentImage", "pos": [ 142.78002990722652, 571.3400002551081 ], "size": { "0": 315, "1": 106 }, "flags": {}, "order": 0, "mode": 0, "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 2 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "EmptyLatentImage" }, "widgets_values": [ 768, 768, 1 ] }, { "id": 3, "type": "KSampler", "pos": [ 552.7800299072264, 143.34000025510792 ], "size": { "0": 315, "1": 262 }, "flags": {}, "order": 5, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 34 }, { "name": "positive", "type": "CONDITIONING", "link": 4 }, { "name": "negative", "type": "CONDITIONING", "link": 6 }, { "name": "latent_image", "type": "LATENT", "link": 2 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 7, 20 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "KSampler" }, "widgets_values": [ 251225068430076, "randomize", 12, 8, "dpmpp_sde", "normal", 1 ] }, { "id": 21, "type": "VAEDecode", "pos": [ 988.1799658203124, 29.55999496459961 ], "size": { "0": 210, "1": 46 }, "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 20 }, { "name": "vae", "type": "VAE", "link": 32 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 23 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "VAEDecode" } }, { "id": 20, "type": "VAEEncode", "pos": [ 2459.099560546873, 103.0200455284118 ], "size": { "0": 210, "1": 46 }, "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "pixels", "type": "IMAGE", "link": 26 }, { "name": "vae", "type": "VAE", "link": 31 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 18 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "VAEEncode" } }, { "id": 22, "type": "ImageUpscaleWithModel", "pos": [ 1631.0599072265622, 3.6599865722656295 ], "size": { "0": 226.8000030517578, "1": 46 }, "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "upscale_model", "type": "UPSCALE_MODEL", "link": 24 }, { "name": "image", "type": "IMAGE", "link": 23 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 27 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "ImageUpscaleWithModel" } }, { "id": 9, "type": "SaveImage", "pos": [ 1446, 411 ], "size": { "0": 611.2635498046875, "1": 628.5978393554688 }, "flags": {}, "order": 8, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 9 } ], "properties": {}, "widgets_values": [ "ComfyUI" ] }, { "id": 24, "type": "ImageScale", "pos": [ 1931, 10 ], "size": { "0": 315, "1": 130 }, "flags": {}, "order": 10, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 27 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 26 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "ImageScale" }, "widgets_values": [ "bilinear", 1536, 1536, "disabled" ] }, { "id": 12, "type": "SaveImage", "pos": [ 3463, 230 ], "size": { "0": 868.0108642578125, "1": 936.9744873046875 }, "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 17 } ], "properties": {}, "widgets_values": [ "ComfyUI" ] }, { "id": 11, "type": "KSampler", "pos": [ 2811.9580273437523, 176.22008262634287 ], "size": { "0": 315, "1": 262 }, "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 35, "slot_index": 0 }, { "name": "positive", "type": "CONDITIONING", "link": 12, "slot_index": 1 }, { "name": "negative", "type": "CONDITIONING", "link": 13, "slot_index": 2 }, { "name": "latent_image", "type": "LATENT", "link": 18, "slot_index": 3 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 15 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "KSampler" }, "widgets_values": [ 783745448521451, "randomize", 14, 8, "uni_pc_bh2", "normal", 0.5 ] }, { "id": 25, "type": "CheckpointLoaderSimple", "pos": [ -262, 284 ], "size": { "0": 315, "1": 98 }, "flags": {}, "order": 1, "mode": 0, "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 34, 35 ], "slot_index": 0 }, { "name": "CLIP", "type": "CLIP", "links": [ 28, 29 ], "slot_index": 1 }, { "name": "VAE", "type": "VAE", "links": [ 30, 31, 32, 33 ], "slot_index": 2 } ], "properties": { "Node name for S&R": "CheckpointLoaderSimple" }, "widgets_values": [ "v2-1_768-ema-pruned.ckpt" ] }, { "id": 23, "type": "UpscaleModelLoader", "pos": [ 1288.0599072265622, -39.34001342773437 ], "size": { "0": 315, "1": 58 }, "flags": {}, "order": 2, "mode": 0, "outputs": [ { "name": "UPSCALE_MODEL", "type": "UPSCALE_MODEL", "links": [ 24 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "UpscaleModelLoader" }, "widgets_values": [ "RealESRGAN_x4plus.pth" ] } ], "links": [ [ 2, 5, 0, 3, 3, "LATENT" ], [ 4, 6, 0, 3, 1, "CONDITIONING" ], [ 6, 7, 0, 3, 2, "CONDITIONING" ], [ 7, 3, 0, 8, 0, "LATENT" ], [ 9, 8, 0, 9, 0, "IMAGE" ], [ 12, 6, 0, 11, 1, "CONDITIONING" ], [ 13, 7, 0, 11, 2, "CONDITIONING" ], [ 15, 11, 0, 13, 0, "LATENT" ], [ 17, 13, 0, 12, 0, "IMAGE" ], [ 18, 20, 0, 11, 3, "LATENT" ], [ 20, 3, 0, 21, 0, "LATENT" ], [ 23, 21, 0, 22, 1, "IMAGE" ], [ 24, 23, 0, 22, 0, "UPSCALE_MODEL" ], [ 26, 24, 0, 20, 0, "IMAGE" ], [ 27, 22, 0, 24, 0, "IMAGE" ], [ 28, 25, 1, 6, 0, "CLIP" ], [ 29, 25, 1, 7, 0, "CLIP" ], [ 30, 25, 2, 8, 1, "VAE" ], [ 31, 25, 2, 20, 1, "VAE" ], [ 32, 25, 2, 21, 1, "VAE" ], [ 33, 25, 2, 13, 1, "VAE" ], [ 34, 25, 0, 3, 0, "MODEL" ], [ 35, 25, 0, 11, 0, "MODEL" ] ], "groups": [ { "title": "Txt2Img", "bounding": [ -294, 0, 1211, 708 ], "color": "#a1309b" }, { "title": "Save Intermediate Image", "bounding": [ 1175, 335, 516, 196 ], "color": "#3f789e" }, { "title": "Second pass", "bounding": [ 2782, 97, 379, 429 ], "color": "#444" }, { "title": "Save Final Image", "bounding": [ 3210, 139, 483, 199 ], "color": "#3f789e" }, { "title": "ESRGAN upscale with 4x model", "bounding": [ 1259, -117, 578, 184 ], "color": "#3f789e" }, { "title": "Decode to Pixel space", "bounding": [ 953, -46, 285, 142 ], "color": "#A88" }, { "title": "Encode back to latent space", "bounding": [ 2407, 14, 312, 157 ], "color": "#A88" }, { "title": "Downscale image to a more reasonable size", "bounding": [ 1852, -74, 483, 245 ], "color": "#8AA" } ], "config": {}, "extra": {}, "version": 0.4 } ``` ## Verified Execution Output / Benchmark ```text Verified execution output available on the canonical page. ``` ## Related Blueprints on Promptally - [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Gligen Textbox Example](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-gligen-textbox-example) - [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Text To Image](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-text-to-image) - [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Image Remixing 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