├── LICENSE ├── custom_nodes └── gcLatentTunnel │ ├── README.md │ └── gcLatentTunnel.py └── custom_workflows └── SDXL1.0_SD1.5_Mix_FixTune ├── README.md └── SDXL+1.5_FixTune.json /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. By contrast, 15 | the GNU General Public License is intended to guarantee your freedom to 16 | share and change all versions of a program--to make sure it remains free 17 | software for all its users. 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It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /custom_nodes/gcLatentTunnel/README.md: -------------------------------------------------------------------------------- 1 | ## PURPOSE 2 | 3 | This ComfyUI custom node flushes the GPU cache and empty cuda interprocess memory. 4 | It's helpfull for low memory environment such as the free Google Colab, especially when the workflow VAE decode latents of the size above 1500x1500. 5 | 6 | ### Prerequisites 7 | 8 | None 9 | 10 | ### Installation 11 | 12 | Just copy the .py into your .../ComfyUI/custom_nodes folder and restart the UI. 13 | 14 | ### Example 15 | 16 | Put it anywhere in the line of latents where you suspect an outburst use of memory (eg. after sampling or after decoding). 17 | ![ảnh](https://github.com/ntdviet/comfyui-ext/assets/54492570/c824b084-d5bf-4408-8575-7f2b362f7682) 18 | -------------------------------------------------------------------------------- /custom_nodes/gcLatentTunnel/gcLatentTunnel.py: -------------------------------------------------------------------------------- 1 | import torch 2 | import gc 3 | 4 | class gcLatentTunnel: 5 | def __init__(self): 6 | pass 7 | 8 | @classmethod 9 | 10 | def INPUT_TYPES(s): 11 | return { 12 | "required": { 13 | "samples": ("LATENT",), 14 | } 15 | } 16 | RETURN_TYPES = ("LATENT",) 17 | FUNCTION = "gcTunnel" 18 | CATEGORY = "latent" 19 | 20 | def gcTunnel(self, samples): 21 | s = samples.copy() 22 | gc.collect() 23 | torch.cuda.empty_cache() 24 | torch.cuda.ipc_collect() 25 | return (s,) 26 | 27 | NODE_CLASS_MAPPINGS = { 28 | "gcLatentTunnel": gcLatentTunnel, 29 | } 30 | NODE_DISPLAY_NAME_MAPPINGS = { 31 | "gcLatentTunnel": "LatentGarbageCollector" 32 | } 33 | -------------------------------------------------------------------------------- /custom_workflows/SDXL1.0_SD1.5_Mix_FixTune/README.md: -------------------------------------------------------------------------------- 1 | ## BRIEF 2 | 3 | This ComfyUI workflow is an experiment to blend SD1.5 visual styles (determined by custom checkpoints and LORAs) and precision into SDXL1.0's fantastic compositions. 4 | In the same rendering pipeline, artifacts and faulty image creation from SDXL1.0 base render shall automatically be removed as much as possible without the need for manual inpainting. 5 |
Youtube video where I discuss issues and guide through the workflow: https://www.youtube.com/watch?v=efAi0WIDyIo 6 |
(sorry Vietnamese only) 7 | 8 | ![ảnh](https://github.com/ntdviet/comfyui-ext/assets/54492570/f2f7f105-64a7-4125-9464-b7f06b48f681) 9 | ![ảnh](https://github.com/ntdviet/comfyui-ext/assets/54492570/8c68f69e-d3ec-4a60-96be-b515aeb1026d) 10 | 11 | ### Prerequisites 12 | Custom nodes: 13 | - ComfyUI_Comfyroll_CustomNodes: https://github.com/RockOfFire/ComfyUI_Comfyroll_CustomNodes 14 | - WAS-node-suite-comfyui: https://github.com/WASasquatch/was-node-suite-comfyui 15 | - gcLatentTunnel: https://github.com/ntdviet/comfyui-ext/tree/main/custom_nodes/gcLatentTunnel 16 | 17 | Models + LORAS used for my examples: 18 | - RevAnimated: https://civitai.com/models/119330?modelVersionId=129614 19 | - AbsoluteReality: https://civitai.com/models/81458?modelVersionId=132760 20 | - Vietnamese long dress Aodai: https://civitai.com/models/112187?modelVersionId=121093 21 | - Better Hands: https://civitai.com/models/47085 22 | - Add Detail: https://civitai.com/models/112187?modelVersionId=121093 23 | 24 | ### Installation 25 | Load "SDXL+1.5_FixTune.json" into ComfyUI client 26 | 27 | ### Observations 28 | In most cases, the fixing and tuning sampler is delivering improved pictures, with acceptable result for fixing faces and hands 29 | ![D2_Riding_Example](https://github.com/ntdviet/comfyui-ext/assets/54492570/7d651fc4-0f47-4c97-9fed-adeb716d3151) 30 | 31 | With a good LORA, swapping clothes works flawless. The Hand LORA however can not turn an alien hand into human's. It stays alien, but a nicely drawn one 32 | ![D1_heavy_damaged_Hands](https://github.com/ntdviet/comfyui-ext/assets/54492570/40505467-50c8-4464-bf59-61d34115f6da) 33 | 34 | This one is a classic example of steady improvements after each resampling. HiRes Fix is only involved in 2nd image 35 | ![FantasyDreamy_Example](https://github.com/ntdviet/comfyui-ext/assets/54492570/1c2e78e2-0daa-4110-96fd-837e1f575830) 36 | 37 | Some images already reach a nice quality (extreme sharp with fine details) after 2nd resampling, can't get much better after that. This is probably due to the prompt yielding a near exact copy of the training image 38 | ![FixingSampler_better_result](https://github.com/ntdviet/comfyui-ext/assets/54492570/a9c7be70-5d75-4832-ba46-feb57507f7b8) 39 | 40 | By the way, don't do Latent Upscale. Though it's faster than Image Upscale, it grossly destroys image quality 41 | ![Upscaling_Method_Comparison](https://github.com/ntdviet/comfyui-ext/assets/54492570/5089ab64-a50f-420f-b591-80b2d1d0f9c1) 42 | 43 | After series of Sampling, this is how I find out my favourite settings for the Refiner, which is included in the workflow JSON 44 | ![RefiningSamplers(1)](https://github.com/ntdviet/comfyui-ext/assets/54492570/602d3e03-96a6-4926-9dd6-d9beb8400e1e) 45 | 46 | Some teasers, all images not yet ultimate SD upscaled: 47 | ![ComfyUI_temp_plxbj_00014_](https://github.com/ntdviet/comfyui-ext/assets/54492570/94489eb6-7380-4750-95d8-0309ec304551) 48 | ![ComfyUI_temp_cvhrv_00004_](https://github.com/ntdviet/comfyui-ext/assets/54492570/9835bb06-2475-42c0-b6ab-8dae32e4f9bc) 49 | ![ComfyUI_temp_qlote_00002_](https://github.com/ntdviet/comfyui-ext/assets/54492570/9faaa90d-5112-4695-90fc-adf0e6ac5ff4) 50 | ![ComfyUI_temp_sipsc_00010_](https://github.com/ntdviet/comfyui-ext/assets/54492570/c56090e7-fb19-4615-9318-bde85851e7ad) 51 | ![ComfyUI_temp_krqxm_00005](https://github.com/ntdviet/comfyui-ext/assets/54492570/b877b2c9-121d-4507-89e0-ca080df4ebcb) 52 | ![ComfyUI_temp_bcijy_00002](https://github.com/ntdviet/comfyui-ext/assets/54492570/bbf49cc0-4bf5-498b-a28f-8442ef8877d1) 53 | 54 | -------------------------------------------------------------------------------- /custom_workflows/SDXL1.0_SD1.5_Mix_FixTune/SDXL+1.5_FixTune.json: -------------------------------------------------------------------------------- 1 | { 2 | "last_node_id": 530, 3 | "last_link_id": 1102, 4 | "nodes": [ 5 | { 6 | "id": 395, 7 | "type": "CR Pipe Switch", 8 | "pos": [ 9 | -1024.5025036031252, 10 | 314.65759440294727 11 | ], 12 | "size": { 13 | "0": 210, 14 | "1": 78 15 | }, 16 | "flags": { 17 | "collapsed": false 18 | }, 19 | "order": 48, 20 | "mode": 0, 21 | "inputs": [ 22 | { 23 | "name": "pipe1", 24 | "type": "PIPE_LINE", 25 | "link": 775 26 | }, 27 | { 28 | "name": "pipe2", 29 | "type": "PIPE_LINE", 30 | "link": 776, 31 | "slot_index": 1 32 | } 33 | ], 34 | "outputs": [ 35 | { 36 | "name": "PIPE_LINE", 37 | "type": "PIPE_LINE", 38 | "links": [ 39 | 801 40 | ], 41 | "shape": 3, 42 | "slot_index": 0 43 | } 44 | ], 45 | "title": "Base Pipe Switch", 46 | "properties": { 47 | "Node name for S&R": "CR Pipe Switch" 48 | }, 49 | "widgets_values": [ 50 | 1 51 | ], 52 | "color": "#432", 53 | "bgcolor": "#653" 54 | }, 55 | { 56 | "id": 394, 57 | "type": "CR Module Input", 58 | "pos": [ 59 | -859.5025036031253, 60 | 657.6575944029472 61 | ], 62 | "size": { 63 | "0": 210, 64 | "1": 206 65 | }, 66 | "flags": { 67 | "collapsed": true 68 | }, 69 | "order": 52, 70 | "mode": 0, 71 | "inputs": [ 72 | { 73 | "name": "pipe", 74 | "type": "PIPE_LINE", 75 | "link": 801, 76 | "slot_index": 0 77 | } 78 | ], 79 | "outputs": [ 80 | { 81 | "name": "pipe", 82 | "type": "PIPE_LINE", 83 | "links": [], 84 | "shape": 3, 85 | "slot_index": 0 86 | }, 87 | { 88 | "name": "model", 89 | "type": "MODEL", 90 | "links": [ 91 | 767 92 | ], 93 | "shape": 3, 94 | "slot_index": 1 95 | }, 96 | { 97 | "name": "pos", 98 | "type": "CONDITIONING", 99 | "links": [ 100 | 769 101 | ], 102 | "shape": 3, 103 | "slot_index": 2 104 | }, 105 | { 106 | "name": "neg", 107 | "type": "CONDITIONING", 108 | "links": [ 109 | 799 110 | ], 111 | "shape": 3, 112 | "slot_index": 3 113 | }, 114 | { 115 | "name": "latent", 116 | "type": "LATENT", 117 | "links": null, 118 | "shape": 3 119 | }, 120 | { 121 | "name": "vae", 122 | "type": "VAE", 123 | "links": [ 124 | 890 125 | ], 126 | "shape": 3, 127 | "slot_index": 5 128 | }, 129 | { 130 | "name": "clip", 131 | "type": "CLIP", 132 | "links": null, 133 | "shape": 3 134 | }, 135 | { 136 | "name": "controlnet", 137 | "type": "CONTROL_NET", 138 | "links": null, 139 | "shape": 3 140 | }, 141 | { 142 | "name": "image", 143 | "type": "IMAGE", 144 | "links": null, 145 | "shape": 3 146 | }, 147 | { 148 | "name": "seed", 149 | "type": "INT", 150 | "links": [ 151 | 773 152 | ], 153 | "shape": 3, 154 | "slot_index": 9 155 | } 156 | ], 157 | "title": "BASE Pipe", 158 | "properties": { 159 | "Node name for S&R": "CR Module Input" 160 | } 161 | }, 162 | { 163 | "id": 396, 164 | "type": "Reroute", 165 | "pos": [ 166 | -530, 167 | 800 168 | ], 169 | "size": [ 170 | 75, 171 | 26 172 | ], 173 | "flags": {}, 174 | "order": 49, 175 | "mode": 0, 176 | "inputs": [ 177 | { 178 | "name": "", 179 | "type": "*", 180 | "link": 777 181 | } 182 | ], 183 | "outputs": [ 184 | { 185 | "name": "", 186 | "type": "PIPE_LINE", 187 | "links": [ 188 | 778 189 | ], 190 | "slot_index": 0 191 | } 192 | ], 193 | "properties": { 194 | "showOutputText": false, 195 | "horizontal": false 196 | } 197 | }, 198 | { 199 | "id": 65, 200 | "type": "CLIPTextEncodeSDXL", 201 | "pos": [ 202 | -1500, 203 | 460 204 | ], 205 | "size": { 206 | "0": 212.1192169189453, 207 | "1": 240.16322326660156 208 | }, 209 | "flags": { 210 | "collapsed": true 211 | }, 212 | "order": 25, 213 | "mode": 0, 214 | "inputs": [ 215 | { 216 | "name": "clip", 217 | "type": "CLIP", 218 | "link": 782 219 | }, 220 | { 221 | "name": "text_g", 222 | "type": "STRING", 223 | "link": 915, 224 | "widget": { 225 | "name": "text_g", 226 | "config": [ 227 | "STRING", 228 | { 229 | "multiline": true, 230 | "default": "CLIP_G" 231 | } 232 | ] 233 | } 234 | }, 235 | { 236 | "name": "text_l", 237 | "type": "STRING", 238 | "link": 914, 239 | "widget": { 240 | "name": "text_l", 241 | "config": [ 242 | "STRING", 243 | { 244 | "multiline": true, 245 | "default": "CLIP_L" 246 | } 247 | ] 248 | }, 249 | "slot_index": 2 250 | } 251 | ], 252 | "outputs": [ 253 | { 254 | "name": "CONDITIONING", 255 | "type": "CONDITIONING", 256 | "links": [ 257 | 578 258 | ], 259 | "shape": 3, 260 | "slot_index": 0 261 | } 262 | ], 263 | "title": "CLIPTextEncodeSDXL NEG", 264 | "properties": { 265 | "Node name for S&R": "CLIPTextEncodeSDXL" 266 | }, 267 | "widgets_values": [ 268 | 4096, 269 | 4096, 270 | 0, 271 | 0, 272 | 4096, 273 | 4096, 274 | "(monochrome:1.6), ((blurry face)), ((blurred face))", 275 | "(painting:1.5), (sketch:1.5), (concept art:1.5),\ncross-eyed, (sketches:1.5), \n(worst quality:2), (low quality:2), (normal quality:2), bad quality, medium quality, medium res, polar lowres, lowres,\n\nskin spots, acnes, skin blemishes,\n(tilted head, long neck, poorly drawn face, cross-eyed, \nmissing fingers, (extra fingers, deformed hands, polydactyl:1.5),poorly drawn hands,fused fingers, too many fingers, mutated hands, missing arms,\nbad feet, mutation, deformed, extra hand, extra limbs, extra arms,extra legs, extra foot, malformed limbs, missing legs,\nbad anatomy, bad body, bad proportions, gross proportions), \n\ntext, error, extra digit, fewer digits, cropped, \njpeg artifacts, signature, watermark, username, blurry, cropped, \n\n" 276 | ] 277 | }, 278 | { 279 | "id": 449, 280 | "type": "Reroute", 281 | "pos": [ 282 | -1465, 283 | 1057 284 | ], 285 | "size": [ 286 | 75, 287 | 26 288 | ], 289 | "flags": {}, 290 | "order": 23, 291 | "mode": 0, 292 | "inputs": [ 293 | { 294 | "name": "", 295 | "type": "*", 296 | "link": 911 297 | } 298 | ], 299 | "outputs": [ 300 | { 301 | "name": "", 302 | "type": "STRING", 303 | "links": [ 304 | 909, 305 | 910 306 | ], 307 | "slot_index": 0 308 | } 309 | ], 310 | "properties": { 311 | "showOutputText": false, 312 | "horizontal": false 313 | } 314 | }, 315 | { 316 | "id": 225, 317 | "type": "CLIPTextEncode", 318 | "pos": [ 319 | -1258, 320 | 1342 321 | ], 322 | "size": { 323 | "0": 235.26693725585938, 324 | "1": 95.99998474121094 325 | }, 326 | "flags": { 327 | "collapsed": true 328 | }, 329 | "order": 45, 330 | "mode": 0, 331 | "inputs": [ 332 | { 333 | "name": "clip", 334 | "type": "CLIP", 335 | "link": 352 336 | }, 337 | { 338 | "name": "text", 339 | "type": "STRING", 340 | "link": 909, 341 | "widget": { 342 | "name": "text", 343 | "config": [ 344 | "STRING", 345 | { 346 | "multiline": true 347 | } 348 | ] 349 | } 350 | } 351 | ], 352 | "outputs": [ 353 | { 354 | "name": "CONDITIONING", 355 | "type": "CONDITIONING", 356 | "links": [ 357 | 923 358 | ], 359 | "shape": 3, 360 | "slot_index": 0 361 | } 362 | ], 363 | "title": "NEG CLIP", 364 | "properties": { 365 | "Node name for S&R": "CLIPTextEncode" 366 | }, 367 | "widgets_values": [ 368 | "(painting:1.5), (sketch:1.5), (concept art:1.5),\ncross-eyed, (sketches:1.5), \n(worst quality:2), (low quality:2), (normal quality:2), bad quality, medium quality, medium res, polar lowres, lowres,\n\nskin spots, acnes, skin blemishes,\n(tilted head, long neck, poorly drawn face, cross-eyed, \nmissing fingers, (extra fingers, deformed hands, polydactyl:1.5),poorly drawn hands,fused fingers, too many fingers, mutated hands, missing arms,\nbad feet, mutation, deformed, extra hand, extra limbs, extra arms,extra legs, extra foot, malformed limbs, missing legs,\nbad anatomy, bad body, bad proportions, gross proportions), \n\ntext, error, extra digit, fewer digits, cropped, \njpeg artifacts, signature, watermark, username, blurry, cropped, \n\n" 369 | ] 370 | }, 371 | { 372 | "id": 224, 373 | "type": "CLIPTextEncode", 374 | "pos": [ 375 | -1260, 376 | 1310 377 | ], 378 | "size": { 379 | "0": 235.26693725585938, 380 | "1": 95.99998474121094 381 | }, 382 | "flags": { 383 | "collapsed": true 384 | }, 385 | "order": 44, 386 | "mode": 0, 387 | "inputs": [ 388 | { 389 | "name": "clip", 390 | "type": "CLIP", 391 | "link": 351 392 | }, 393 | { 394 | "name": "text", 395 | "type": "STRING", 396 | "link": 905, 397 | "widget": { 398 | "name": "text", 399 | "config": [ 400 | "STRING", 401 | { 402 | "multiline": true 403 | } 404 | ] 405 | } 406 | } 407 | ], 408 | "outputs": [ 409 | { 410 | "name": "CONDITIONING", 411 | "type": "CONDITIONING", 412 | "links": [ 413 | 921 414 | ], 415 | "shape": 3, 416 | "slot_index": 0 417 | } 418 | ], 419 | "title": "POS CLIP", 420 | "properties": { 421 | "Node name for S&R": "CLIPTextEncode" 422 | }, 423 | "widgets_values": [ 424 | "Mystic fantasy. 1 girl flies with 1 dragon gently over water, her thin cloth and infinity long hair flowing in the wind, her feet tipping the water surface. Behind her, her long hair and cloth blends into wings, spreading to infinity. Water splashes, circular waves, light rays shining through hair and cloth.\nMystical fallen kingdom, breathtaking scenery\nThe overall style is mythical fantasy. Sunset, beautiful sky, mesmerizing atmosphere, back light, ((shimmering glow on hair and body contour)), (crystal water),\ndramatic lighting, masterpiece, best quality,\n\n(Detailed face features:1.3),\n(RAW photo, 16k, masterpiece, best quality: 1.2), (ultra realism, hyper detailed and intricate realism: 1.3), (wide depth of field, radiant mapping, ray tracing, god rays: 1.2)," 425 | ] 426 | }, 427 | { 428 | "id": 319, 429 | "type": "CR Module Pipe Loader", 430 | "pos": [ 431 | -1180.6733657812501, 432 | 830.3476470898439 433 | ], 434 | "size": { 435 | "0": 315, 436 | "1": 222 437 | }, 438 | "flags": { 439 | "collapsed": true 440 | }, 441 | "order": 43, 442 | "mode": 0, 443 | "inputs": [ 444 | { 445 | "name": "model", 446 | "type": "MODEL", 447 | "link": 601 448 | }, 449 | { 450 | "name": "pos", 451 | "type": "CONDITIONING", 452 | "link": 562, 453 | "slot_index": 1 454 | }, 455 | { 456 | "name": "neg", 457 | "type": "CONDITIONING", 458 | "link": 563, 459 | "slot_index": 2 460 | }, 461 | { 462 | "name": "latent", 463 | "type": "LATENT", 464 | "link": null 465 | }, 466 | { 467 | "name": "vae", 468 | "type": "VAE", 469 | "link": 564 470 | }, 471 | { 472 | "name": "clip", 473 | "type": "CLIP", 474 | "link": 974, 475 | "slot_index": 5 476 | }, 477 | { 478 | "name": "controlnet", 479 | "type": "CONTROL_NET", 480 | "link": null 481 | }, 482 | { 483 | "name": "image", 484 | "type": "IMAGE", 485 | "link": null 486 | }, 487 | { 488 | "name": "seed", 489 | "type": "INT", 490 | "link": 567, 491 | "widget": { 492 | "name": "seed", 493 | "config": [ 494 | "INT", 495 | { 496 | "default": 0, 497 | "min": 0, 498 | "max": 18446744073709552000 499 | } 500 | ] 501 | } 502 | } 503 | ], 504 | "outputs": [ 505 | { 506 | "name": "pipe", 507 | "type": "PIPE_LINE", 508 | "links": [ 509 | 776, 510 | 777 511 | ], 512 | "shape": 3, 513 | "slot_index": 0 514 | } 515 | ], 516 | "title": "Pipe Loader", 517 | "properties": { 518 | "Node name for S&R": "CR Module Pipe Loader" 519 | }, 520 | "widgets_values": [ 521 | 251200490234090, 522 | "randomize" 523 | ] 524 | }, 525 | { 526 | "id": 314, 527 | "type": "CLIPTextEncode", 528 | "pos": [ 529 | -1414, 530 | 797 531 | ], 532 | "size": { 533 | "0": 235.26693725585938, 534 | "1": 95.99998474121094 535 | }, 536 | "flags": { 537 | "collapsed": true 538 | }, 539 | "order": 39, 540 | "mode": 0, 541 | "inputs": [ 542 | { 543 | "name": "clip", 544 | "type": "CLIP", 545 | "link": 972 546 | }, 547 | { 548 | "name": "text", 549 | "type": "STRING", 550 | "link": 904, 551 | "widget": { 552 | "name": "text", 553 | "config": [ 554 | "STRING", 555 | { 556 | "multiline": true 557 | } 558 | ] 559 | } 560 | } 561 | ], 562 | "outputs": [ 563 | { 564 | "name": "CONDITIONING", 565 | "type": "CONDITIONING", 566 | "links": [ 567 | 562 568 | ], 569 | "shape": 3, 570 | "slot_index": 0 571 | } 572 | ], 573 | "title": "POS CLIP", 574 | "properties": { 575 | "Node name for S&R": "CLIPTextEncode" 576 | }, 577 | "widgets_values": [ 578 | "Mystic fantasy. 1 girl flies with 1 dragon gently over water, her thin cloth and infinity long hair flowing in the wind, her feet tipping the water surface. Behind her, her long hair and cloth blends into wings, spreading to infinity. Water splashes, circular waves, light rays shining through hair and cloth.\nMystical fallen kingdom, breathtaking scenery\nThe overall style is mythical fantasy. Sunset, beautiful sky, mesmerizing atmosphere, back light, ((shimmering glow on hair and body contour)), (crystal water),\ndramatic lighting, masterpiece, best quality,\n\n(Detailed face features:1.3),\n(RAW photo, 16k, masterpiece, best quality: 1.2), (ultra realism, hyper detailed and intricate realism: 1.3), (wide depth of field, radiant mapping, ray tracing, god rays: 1.2)," 579 | ] 580 | }, 581 | { 582 | "id": 317, 583 | "type": "VAELoader", 584 | "pos": [ 585 | -1325, 586 | 1148 587 | ], 588 | "size": { 589 | "0": 338.3802490234375, 590 | "1": 58 591 | }, 592 | "flags": { 593 | "collapsed": true 594 | }, 595 | "order": 0, 596 | "mode": 0, 597 | "outputs": [ 598 | { 599 | "name": "VAE", 600 | "type": "VAE", 601 | "links": [ 602 | 564, 603 | 602 604 | ], 605 | "shape": 3, 606 | "slot_index": 0 607 | } 608 | ], 609 | "properties": { 610 | "Node name for S&R": "VAELoader" 611 | }, 612 | "widgets_values": [ 613 | "vae-ft-mse-840000-ema-pruned.safetensors" 614 | ], 615 | "color": 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6, 5661 | "INT" 5662 | ], 5663 | [ 5664 | 890, 5665 | 394, 5666 | 5, 5667 | 375, 5668 | 1, 5669 | "VAE" 5670 | ], 5671 | [ 5672 | 893, 5673 | 375, 5674 | 0, 5675 | 442, 5676 | 0, 5677 | "*" 5678 | ], 5679 | [ 5680 | 894, 5681 | 440, 5682 | 0, 5683 | 443, 5684 | 0, 5685 | "*" 5686 | ], 5687 | [ 5688 | 903, 5689 | 305, 5690 | 0, 5691 | 446, 5692 | 0, 5693 | "*" 5694 | ], 5695 | [ 5696 | 904, 5697 | 446, 5698 | 0, 5699 | 314, 5700 | 1, 5701 | "STRING" 5702 | ], 5703 | [ 5704 | 905, 5705 | 446, 5706 | 0, 5707 | 224, 5708 | 1, 5709 | "STRING" 5710 | ], 5711 | [ 5712 | 909, 5713 | 449, 5714 | 0, 5715 | 225, 5716 | 1, 5717 | "STRING" 5718 | ], 5719 | [ 5720 | 910, 5721 | 449, 5722 | 0, 5723 | 315, 5724 | 1, 5725 | "STRING" 5726 | ], 5727 | [ 5728 | 911, 5729 | 450, 5730 | 0, 5731 | 449, 5732 | 0, 5733 | "*" 5734 | ], 5735 | [ 5736 | 914, 5737 | 450, 5738 | 0, 5739 | 65, 5740 | 2, 5741 | "STRING" 5742 | ], 5743 | [ 5744 | 915, 5745 | 16, 5746 | 0, 5747 | 65, 5748 | 1, 5749 | "STRING" 5750 | ], 5751 | [ 5752 | 917, 5753 | 226, 5754 | 0, 5755 | 455, 5756 | 0, 5757 | "CLIP" 5758 | ], 5759 | [ 5760 | 918, 5761 | 452, 5762 | 0, 5763 | 455, 5764 | 1, 5765 | "STRING" 5766 | ], 5767 | [ 5768 | 919, 5769 | 226, 5770 | 0, 5771 | 456, 5772 | 0, 5773 | "CLIP" 5774 | ], 5775 | [ 5776 | 920, 5777 | 454, 5778 | 0, 5779 | 456, 5780 | 1, 5781 | "STRING" 5782 | ], 5783 | [ 5784 | 921, 5785 | 224, 5786 | 0, 5787 | 457, 5788 | 0, 5789 | "CONDITIONING" 5790 | ], 5791 | [ 5792 | 922, 5793 | 455, 5794 | 0, 5795 | 457, 5796 | 1, 5797 | "CONDITIONING" 5798 | ], 5799 | [ 5800 | 923, 5801 | 225, 5802 | 0, 5803 | 458, 5804 | 0, 5805 | "CONDITIONING" 5806 | ], 5807 | [ 5808 | 924, 5809 | 456, 5810 | 0, 5811 | 458, 5812 | 1, 5813 | "CONDITIONING" 5814 | ], 5815 | [ 5816 | 939, 5817 | 466, 5818 | 0, 5819 | 468, 5820 | 1, 5821 | "STRING" 5822 | ], 5823 | [ 5824 | 941, 5825 | 467, 5826 | 0, 5827 | 469, 5828 | 1, 5829 | "STRING" 5830 | ], 5831 | [ 5832 | 966, 5833 | 312, 5834 | 0, 5835 | 487, 5836 | 0, 5837 | "PIPE_LINE" 5838 | ], 5839 | [ 5840 | 967, 5841 | 226, 5842 | 0, 5843 | 307, 5844 | 5, 5845 | "CLIP" 5846 | ], 5847 | [ 5848 | 970, 5849 | 313, 5850 | 1, 5851 | 404, 5852 | 1, 5853 | "CLIP" 5854 | ], 5855 | [ 5856 | 971, 5857 | 332, 5858 | 1, 5859 | 316, 5860 | 0, 5861 | "CLIP" 5862 | ], 5863 | [ 5864 | 972, 5865 | 316, 5866 | 0, 5867 | 314, 5868 | 0, 5869 | "CLIP" 5870 | ], 5871 | [ 5872 | 973, 5873 | 316, 5874 | 0, 5875 | 315, 5876 | 0, 5877 | "CLIP" 5878 | ], 5879 | [ 5880 | 974, 5881 | 316, 5882 | 0, 5883 | 319, 5884 | 5, 5885 | "CLIP" 5886 | ], 5887 | [ 5888 | 977, 5889 | 487, 5890 | 6, 5891 | 468, 5892 | 0, 5893 | "CLIP" 5894 | ], 5895 | [ 5896 | 978, 5897 | 487, 5898 | 6, 5899 | 469, 5900 | 0, 5901 | "CLIP" 5902 | ], 5903 | [ 5904 | 979, 5905 | 468, 5906 | 0, 5907 | 489, 5908 | 1, 5909 | "CONDITIONING" 5910 | ], 5911 | [ 5912 | 980, 5913 | 469, 5914 | 0, 5915 | 489, 5916 | 2, 5917 | "CONDITIONING" 5918 | ], 5919 | [ 5920 | 982, 5921 | 487, 5922 | 5, 5923 | 491, 5924 | 1, 5925 | "VAE" 5926 | ], 5927 | [ 5928 | 984, 5929 | 490, 5930 | 0, 5931 | 491, 5932 | 0, 5933 | "IMAGE" 5934 | ], 5935 | [ 5936 | 985, 5937 | 489, 5938 | 0, 5939 | 493, 5940 | 0, 5941 | "LATENT" 5942 | ], 5943 | [ 5944 | 986, 5945 | 487, 5946 | 5, 5947 | 493, 5948 | 1, 5949 | "VAE" 5950 | ], 5951 | [ 5952 | 987, 5953 | 493, 5954 | 0, 5955 | 492, 5956 | 0, 5957 | "IMAGE" 5958 | ], 5959 | [ 5960 | 988, 5961 | 491, 5962 | 0, 5963 | 489, 5964 | 3, 5965 | "LATENT" 5966 | ], 5967 | [ 5968 | 990, 5969 | 140, 5970 | 0, 5971 | 229, 5972 | 0, 5973 | "IMAGE" 5974 | ], 5975 | [ 5976 | 993, 5977 | 497, 5978 | 0, 5979 | 489, 5980 | 0, 5981 | "MODEL" 5982 | ], 5983 | [ 5984 | 997, 5985 | 490, 5986 | 1, 5987 | 499, 5988 | 0, 5989 | "MASK" 5990 | ], 5991 | [ 5992 | 998, 5993 | 499, 5994 | 0, 5995 | 491, 5996 | 2, 5997 | "MASK" 5998 | ], 5999 | [ 6000 | 999, 6001 | 487, 6002 | 9, 6003 | 489, 6004 | 4, 6005 | "INT" 6006 | ], 6007 | [ 6008 | 1002, 6009 | 487, 6010 | 1, 6011 | 502, 6012 | 0, 6013 | "MODEL" 6014 | ], 6015 | [ 6016 | 1003, 6017 | 500, 6018 | 0, 6019 | 502, 6020 | 1, 6021 | "MODEL" 6022 | ], 6023 | [ 6024 | 1004, 6025 | 502, 6026 | 0, 6027 | 503, 6028 | 0, 6029 | "*" 6030 | ], 6031 | [ 6032 | 1014, 6033 | 506, 6034 | 0, 6035 | 140, 6036 | 0, 6037 | "LATENT" 6038 | ], 6039 | [ 6040 | 1016, 6041 | 507, 6042 | 0, 6043 | 231, 6044 | 0, 6045 | "LATENT" 6046 | ], 6047 | [ 6048 | 1017, 6049 | 231, 6050 | 0, 6051 | 428, 6052 | 0, 6053 | "*" 6054 | ], 6055 | [ 6056 | 1018, 6057 | 432, 6058 | 0, 6059 | 494, 6060 | 0, 6061 | "*" 6062 | ], 6063 | [ 6064 | 1019, 6065 | 494, 6066 | 0, 6067 | 426, 6068 | 0, 6069 | "*" 6070 | ], 6071 | [ 6072 | 1020, 6073 | 503, 6074 | 0, 6075 | 497, 6076 | 0, 6077 | "*" 6078 | ], 6079 | [ 6080 | 1024, 6081 | 280, 6082 | 0, 6083 | 509, 6084 | 3, 6085 | "LATENT" 6086 | ], 6087 | [ 6088 | 1033, 6089 | 445, 6090 | 0, 6091 | 513, 6092 | 0, 6093 | "MODEL" 6094 | ], 6095 | [ 6096 | 1034, 6097 | 445, 6098 | 1, 6099 | 513, 6100 | 1, 6101 | "CLIP" 6102 | ], 6103 | [ 6104 | 1038, 6105 | 513, 6106 | 0, 6107 | 307, 6108 | 0, 6109 | "MODEL" 6110 | ], 6111 | [ 6112 | 1039, 6113 | 513, 6114 | 1, 6115 | 226, 6116 | 0, 6117 | "CLIP" 6118 | ], 6119 | [ 6120 | 1040, 6121 | 325, 6122 | 0, 6123 | 320, 6124 | 0, 6125 | "PIPE_LINE" 6126 | ], 6127 | [ 6128 | 1042, 6129 | 441, 6130 | 0, 6131 | 516, 6132 | 0, 6133 | "IMAGE" 6134 | ], 6135 | [ 6136 | 1043, 6137 | 516, 6138 | 0, 6139 | 517, 6140 | 0, 6141 | "IMAGE" 6142 | ], 6143 | [ 6144 | 1044, 6145 | 517, 6146 | 0, 6147 | 515, 6148 | 3, 6149 | "LATENT" 6150 | ], 6151 | [ 6152 | 1045, 6153 | 322, 6154 | 5, 6155 | 517, 6156 | 1, 6157 | "VAE" 6158 | ], 6159 | [ 6160 | 1047, 6161 | 322, 6162 | 1, 6163 | 515, 6164 | 0, 6165 | "MODEL" 6166 | ], 6167 | [ 6168 | 1048, 6169 | 322, 6170 | 2, 6171 | 515, 6172 | 1, 6173 | "CONDITIONING" 6174 | ], 6175 | [ 6176 | 1049, 6177 | 322, 6178 | 3, 6179 | 515, 6180 | 2, 6181 | "CONDITIONING" 6182 | ], 6183 | [ 6184 | 1050, 6185 | 322, 6186 | 9, 6187 | 515, 6188 | 4, 6189 | "INT" 6190 | ], 6191 | [ 6192 | 1054, 6193 | 515, 6194 | 0, 6195 | 271, 6196 | 0, 6197 | "LATENT" 6198 | ], 6199 | [ 6200 | 1055, 6201 | 320, 6202 | 5, 6203 | 280, 6204 | 1, 6205 | "VAE" 6206 | ], 6207 | [ 6208 | 1057, 6209 | 320, 6210 | 1, 6211 | 509, 6212 | 0, 6213 | "MODEL" 6214 | ], 6215 | [ 6216 | 1058, 6217 | 320, 6218 | 2, 6219 | 509, 6220 | 1, 6221 | "CONDITIONING" 6222 | ], 6223 | [ 6224 | 1059, 6225 | 320, 6226 | 3, 6227 | 509, 6228 | 2, 6229 | "CONDITIONING" 6230 | ], 6231 | [ 6232 | 1060, 6233 | 509, 6234 | 0, 6235 | 506, 6236 | 0, 6237 | "LATENT" 6238 | ], 6239 | [ 6240 | 1061, 6241 | 320, 6242 | 9, 6243 | 509, 6244 | 4, 6245 | "INT" 6246 | ], 6247 | [ 6248 | 1062, 6249 | 271, 6250 | 0, 6251 | 520, 6252 | 0, 6253 | "IMAGE" 6254 | ], 6255 | [ 6256 | 1063, 6257 | 520, 6258 | 0, 6259 | 280, 6260 | 0, 6261 | "IMAGE" 6262 | ], 6263 | [ 6264 | 1064, 6265 | 322, 6266 | 5, 6267 | 521, 6268 | 0, 6269 | "*" 6270 | ], 6271 | [ 6272 | 1065, 6273 | 521, 6274 | 0, 6275 | 271, 6276 | 1, 6277 | "VAE" 6278 | ], 6279 | [ 6280 | 1066, 6281 | 320, 6282 | 5, 6283 | 140, 6284 | 1, 6285 | "VAE" 6286 | ], 6287 | [ 6288 | 1070, 6289 | 458, 6290 | 0, 6291 | 307, 6292 | 2, 6293 | "CONDITIONING" 6294 | ], 6295 | [ 6296 | 1071, 6297 | 457, 6298 | 0, 6299 | 307, 6300 | 1, 6301 | "CONDITIONING" 6302 | ], 6303 | [ 6304 | 1081, 6305 | 311, 6306 | 1, 6307 | 524, 6308 | 0, 6309 | "MODEL" 6310 | ], 6311 | [ 6312 | 1082, 6313 | 311, 6314 | 2, 6315 | 524, 6316 | 1, 6317 | "CONDITIONING" 6318 | ], 6319 | [ 6320 | 1083, 6321 | 311, 6322 | 3, 6323 | 524, 6324 | 2, 6325 | "CONDITIONING" 6326 | ], 6327 | [ 6328 | 1084, 6329 | 311, 6330 | 9, 6331 | 524, 6332 | 4, 6333 | "INT" 6334 | ], 6335 | [ 6336 | 1085, 6337 | 524, 6338 | 0, 6339 | 507, 6340 | 0, 6341 | "LATENT" 6342 | ], 6343 | [ 6344 | 1086, 6345 | 229, 6346 | 0, 6347 | 524, 6348 | 3, 6349 | "LATENT" 6350 | ], 6351 | [ 6352 | 1087, 6353 | 223, 6354 | 0, 6355 | 525, 6356 | 0, 6357 | "MODEL" 6358 | ], 6359 | [ 6360 | 1088, 6361 | 223, 6362 | 1, 6363 | 525, 6364 | 1, 6365 | "CLIP" 6366 | ], 6367 | [ 6368 | 1089, 6369 | 525, 6370 | 0, 6371 | 445, 6372 | 0, 6373 | "MODEL" 6374 | ], 6375 | [ 6376 | 1090, 6377 | 525, 6378 | 1, 6379 | 445, 6380 | 1, 6381 | "CLIP" 6382 | ], 6383 | [ 6384 | 1091, 6385 | 311, 6386 | 1, 6387 | 526, 6388 | 0, 6389 | "MODEL" 6390 | ], 6391 | [ 6392 | 1092, 6393 | 311, 6394 | 2, 6395 | 526, 6396 | 1, 6397 | "CONDITIONING" 6398 | ], 6399 | [ 6400 | 1093, 6401 | 311, 6402 | 3, 6403 | 526, 6404 | 2, 6405 | "CONDITIONING" 6406 | ], 6407 | [ 6408 | 1094, 6409 | 229, 6410 | 0, 6411 | 526, 6412 | 3, 6413 | "LATENT" 6414 | ], 6415 | [ 6416 | 1095, 6417 | 528, 6418 | 0, 6419 | 527, 6420 | 0, 6421 | "LATENT" 6422 | ], 6423 | [ 6424 | 1096, 6425 | 526, 6426 | 0, 6427 | 528, 6428 | 0, 6429 | "LATENT" 6430 | ], 6431 | [ 6432 | 1097, 6433 | 311, 6434 | 5, 6435 | 527, 6436 | 1, 6437 | "VAE" 6438 | ], 6439 | [ 6440 | 1098, 6441 | 527, 6442 | 0, 6443 | 529, 6444 | 0, 6445 | "*" 6446 | ], 6447 | [ 6448 | 1099, 6449 | 527, 6450 | 0, 6451 | 530, 6452 | 0, 6453 | "IMAGE" 6454 | ], 6455 | [ 6456 | 1102, 6457 | 442, 6458 | 0, 6459 | 441, 6460 | 0, 6461 | "*" 6462 | ] 6463 | ], 6464 | "groups": [ 6465 | { 6466 | "title": "> Refining |", 6467 | "bounding": [ 6468 | 1152, 6469 | 176, 6470 | 738, 6471 | 736 6472 | ], 6473 | "color": "#88A" 6474 | }, 6475 | { 6476 | "title": "SD1.5 Refiner Pipe", 6477 | "bounding": [ 6478 | -1911, 6479 | 1161, 6480 | 1055, 6481 | 465 6482 | ] 6483 | }, 6484 | { 6485 | "title": "SD1.5 FineTuning pipe", 6486 | "bounding": [ 6487 | -2100, 6488 | 720, 6489 | 995, 6490 | 389 6491 | ] 6492 | }, 6493 | { 6494 | "title": ">Fixing >Tuning >", 6495 | "bounding": [ 6496 | -279, 6497 | 159, 6498 | 1376, 6499 | 504 6500 | ], 6501 | "color": "#3f789e" 6502 | }, 6503 | { 6504 | "title": "| BASE render >", 6505 | "bounding": [ 6506 | -997, 6507 | 233, 6508 | 628, 6509 | 410 6510 | ], 6511 | "color": "#3f789e" 6512 | }, 6513 | { 6514 | "title": "SDXL Pipe", 6515 | "bounding": [ 6516 | -1704, 6517 | -110, 6518 | 504, 6519 | 662 6520 | ], 6521 | "color": "#3f789e" 6522 | }, 6523 | { 6524 | "title": "Ultimate SD Upscaling", 6525 | "bounding": [ 6526 | 2090, 6527 | 631, 6528 | 1079, 6529 | 796 6530 | ], 6531 | "color": "#8AA" 6532 | }, 6533 | { 6534 | "title": "Inpaint", 6535 | "bounding": [ 6536 | 2088, 6537 | 1450, 6538 | 777, 6539 | 920 6540 | ], 6541 | "color": "#8AA" 6542 | } 6543 | ], 6544 | "config": {}, 6545 | "extra": {}, 6546 | "version": 0.4 6547 | } --------------------------------------------------------------------------------