--- title: "ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Model Merging 3 Checkpoints" platform: "Promptally" canonical_url: "https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-model-merging-3-checkpoints" 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 Model Merging 3 Checkpoints **Summary:** ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Model Merging 3 Checkpoints 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 Model Merging 3 Checkpoints. 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 | 2,978 | | Access Tier | Free Public Artifact (No Auth Required) | | License | MIT | ### Pre-Filled Template & Production Source ```json { "last_node_id": 16, "last_link_id": 33, "nodes": [ { "id": 7, "type": "CLIPTextEncode", "pos": [ 170.84028808593754, 417.3001922607424 ], "size": { "0": 425.27801513671875, "1": 180.6060791015625 }, "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 31 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 6 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "text, watermark" ] }, { "id": 8, "type": "VAEDecode", "pos": [ 970.8402880859369, 227.30019226074222 ], "size": { "0": 210, "1": 46 }, "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 7 }, { "name": "vae", "type": "VAE", "link": 25 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 9 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "VAEDecode" } }, { "id": 9, "type": "SaveImage", "pos": [ 1220.8402880859362, 227.30019226074222 ], "size": { "0": 525, "1": 585 }, "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 9 } ], "properties": {}, "widgets_values": [ "ComfyUI" ] }, { "id": 6, "type": "CLIPTextEncode", "pos": [ 170.84028808593754, 207.30019226074194 ], "size": { "0": 422.84503173828125, "1": 164.31304931640625 }, "flags": {}, "order": 6, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 30 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 4 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "beautiful scenery nature glass bottle landscape, , purple galaxy bottle," ] }, { "id": 11, "type": "CheckpointLoaderSimple", "pos": [ -300, 80 ], "size": { "0": 315, "1": 98 }, "flags": {}, "order": 0, "mode": 0, "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 11 ], "shape": 3, "slot_index": 0 }, { "name": "CLIP", "type": "CLIP", "links": null, "shape": 3 }, { "name": "VAE", "type": "VAE", "links": null, "shape": 3 } ], "properties": { "Node name for S&R": "CheckpointLoaderSimple" }, "widgets_values": [ "cardosAnime_v10.safetensors" ] }, { "id": 4, "type": "CheckpointLoaderSimple", "pos": [ -300, -80 ], "size": { "0": 315, "1": 98 }, "flags": {}, "order": 1, "mode": 0, "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 10 ], "slot_index": 0 }, { "name": "CLIP", "type": "CLIP", "links": [ 30, 31, 32 ], "slot_index": 1 }, { "name": "VAE", "type": "VAE", "links": [], "slot_index": 2 } ], "properties": { "Node name for S&R": "CheckpointLoaderSimple" }, "widgets_values": [ "v1-5-pruned-emaonly.ckpt" ] }, { "id": 13, "type": "CheckpointLoaderSimple", "pos": [ -300, 240 ], "size": { "0": 315, "1": 98 }, "flags": {}, "order": 2, "mode": 0, "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 21 ], "shape": 3, "slot_index": 0 }, { "name": "CLIP", "type": "CLIP", "links": null, "shape": 3 }, { "name": "VAE", "type": "VAE", "links": null, "shape": 3 } ], "properties": { "Node name for S&R": "CheckpointLoaderSimple" }, "widgets_values": [ "AOM3A1.safetensors" ] }, { "id": 3, "type": "KSampler", "pos": [ 620.8402880859362, 207.30019226074194 ], "size": { "0": 315, "1": 262 }, "flags": {}, "order": 10, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 33 }, { "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 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "KSampler" }, "widgets_values": [ 156680208700286, "fixed", 20, 8, "euler", "normal", 1 ] }, { "id": 5, "type": "EmptyLatentImage", "pos": [ 280.8402880859367, 637.3001922607413 ], "size": { "0": 315, "1": 106 }, "flags": {}, "order": 3, "mode": 0, "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 2 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "EmptyLatentImage" }, "widgets_values": [ 512, 512, 4 ] }, { "id": 15, "type": "VAELoader", "pos": [ -294, 543 ], "size": { "0": 315, "1": 58 }, "flags": {}, "order": 4, "mode": 0, "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 24, 25 ], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "VAELoader" }, "widgets_values": [ "kl-f8-anime2.ckpt" ] }, { "id": 14, "type": "CheckpointSave", "pos": [ 1314, -86 ], "size": { "0": 315, "1": 98 }, "flags": {}, "order": 9, "mode": 2, "inputs": [ { "name": "model", "type": "MODEL", "link": 22 }, { "name": "clip", "type": "CLIP", "link": 32 }, { "name": "vae", "type": "VAE", "link": 24 } ], "properties": { "Node name for S&R": "CheckpointSave" }, "widgets_values": [ "checkpoints/ComfyUI" ] }, { "id": 10, "type": "ModelMergeBlocks", "pos": [ 250, -110 ], "size": { "0": 315, "1": 126 }, "flags": {}, "order": 5, "mode": 0, "inputs": [ { "name": "model1", "type": "MODEL", "link": 10 }, { "name": "model2", "type": "MODEL", "link": 11 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 20 ], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "ModelMergeBlocks" }, "widgets_values": [ 1, 0.7099999999999997, 0.7199999999999998 ] }, { "id": 12, "type": "ModelMergeBlocks", "pos": [ 630, -110 ], "size": { "0": 315, "1": 126 }, "flags": {}, "order": 8, "mode": 0, "inputs": [ { "name": "model1", "type": "MODEL", "link": 20 }, { "name": "model2", "type": "MODEL", "link": 21 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 22, 33 ], "shape": 3, "slot_index": 0 } ], "properties": { "Node name for S&R": "ModelMergeBlocks" }, "widgets_values": [ 0.6399999999999997, 0.7799999999999998, 0.7399999999999999 ] } ], "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" ], [ 10, 4, 0, 10, 0, "MODEL" ], [ 11, 11, 0, 10, 1, "MODEL" ], [ 20, 10, 0, 12, 0, "MODEL" ], [ 21, 13, 0, 12, 1, "MODEL" ], [ 22, 12, 0, 14, 0, "MODEL" ], [ 24, 15, 0, 14, 2, "VAE" ], [ 25, 15, 0, 8, 1, "VAE" ], [ 30, 4, 1, 6, 0, "CLIP" ], [ 31, 4, 1, 7, 0, "CLIP" ], [ 32, 4, 1, 14, 1, "CLIP" ], [ 33, 12, 0, 3, 0, "MODEL" ] ], "groups": [ { "title": "Load Checkpoints", "bounding": [ -340, -204, 417, 587 ], "color": "#3f789e" }, { "title": "Basic Txt2img pipeline for testing the merge", "bounding": [ 102, 91, 1707, 822 ], "color": "#A88" }, { "title": "Save checkpoint when done (CTRL-M to unmute)", "bounding": [ 1198, -195, 546, 255 ], "color": "#8A8" }, { "title": "Load the VAE", "bounding": [ -345, 448, 418, 194 ], "color": "#3f789e" }, { "title": "Merge the 3 checkpoints together", "bounding": [ 220, -236, 796, 319 ], "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 Multiple](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-image-remixing-multiple) - [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Image Remixing](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-image-remixing) - [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable 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