diff --git a/why-oh-why/hrf-x10-latent-upscale-was-tokens-3lora/README.md b/why-oh-why/hrf-x10-latent-upscale-was-tokens-3lora/README.md new file mode 100644 index 0000000..dfc8dd7 --- /dev/null +++ b/why-oh-why/hrf-x10-latent-upscale-was-tokens-3lora/README.md @@ -0,0 +1,62 @@ +# wyrde's terribly complicated multi latent fixing and fiddling + +Makes extensive use of [WAS nodes.](https://github.com/WASasquatch/was-node-suite-comfyui) +* Install WAS suit and avoid a mess of red boxes. + + + +## The Principle of the Thing + +Based on a ![terribly complicated multi latent fixing and fiddling](../random-prompt-hrf-20img-output/) workflow. + +WAS was kind enough to write a nifty node that allows _tokens_ to be set via ascii/text nodes. This hugely simplified the random prompt generation in the previous workflow. + +So, of course, I **had** to make it more complicated. + +This workflow +* generate a series of images which SD repeatedly samples. + * they tend to improve slowly, but sometimes have wild changes + * the images are then hi-rez fixed and upscaled +* Uses a prompt with a high degree of randomness + * figure, hair, ears, & clothing. More elements can be randomized with these as examples. + * values are picked from a list, then assigned to a token. The tokens can then be evaluated in other areas. +* Like before, I wanted all the prompt data to be shared with the image. + * In comfyui, words in {curly braces | separated by | pipes are | used to | generate} random results. Due to the way comfyui functions, an image's workflow will contain only the items in the prompt which were evaluated for the image. Other random elements will be dropped. + + +## The workflow +* Generates a text prompt from several randomized lists +* the sections are assigned to tokens. +* the prompt is sampled and tokens evaluated +* sampled again +* and again -- 10 times in all. +* The resulting samples are then hi-rez fixed and upscaled. + +The entire process takes around 30 mins on my 1060gtx + +Includes some lora. There's also a places where moving noodles changes the generation. + +## Example Results + +Eventually, I'm tired. + + + +## resources + +I need to change these to match. Will do it tomorrow. + +Model +* https://civitai.com/models/4384/dreamshaper + +Lora +* https://civitai.com/models/8858/maplestory2game-chibi-style-hn +* https://civitai.com/models/21670/astrobabes +* https://civitai.com/models/25803/battle-angels + +Embeds +* EasyNegative https://civitai.com/models/7808/easynegative +* bad-hands-5 https://huggingface.co/yesyeahvh/bad-hands-5/tree/main + + +
diff --git a/why-oh-why/hrf-x10-latent-upscale-was-tokens-3lora/wyrde-hrf-x10-latent-upscale-was-random-3lora-v1.0.json b/why-oh-why/hrf-x10-latent-upscale-was-tokens-3lora/wyrde-hrf-x10-latent-upscale-was-random-3lora-v1.0.json index b6e1e49..3a5a116 100644 --- a/why-oh-why/hrf-x10-latent-upscale-was-tokens-3lora/wyrde-hrf-x10-latent-upscale-was-random-3lora-v1.0.json +++ b/why-oh-why/hrf-x10-latent-upscale-was-tokens-3lora/wyrde-hrf-x10-latent-upscale-was-random-3lora-v1.0.json @@ -3153,7 +3153,7 @@ "slot_index": 0 } ], - "title": "KSampler A", + "title": "KSampler A01", "properties": { "Node name for S&R": "KSampler" }, @@ -4084,33 +4084,6 @@ "disabled" ] }, - { - "id": 405, - "type": "SaveImage", - "pos": [ - 2110, - 3850 - ], - "size": [ - 320, - 490 - ], - "flags": {}, - "order": 449, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 1021, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 130, "type": "KSampler", @@ -4890,33 +4863,6 @@ "Node name for S&R": "ImageUpscaleWithModel" } }, - { - "id": 923, - "type": "SaveImage", - "pos": [ - 3180, - 3850 - ], - "size": { - "0": 320, - "1": 490 - }, - "flags": {}, - "order": 469, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 1587, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 924, "type": "ImageScaleFactor _O", @@ -6223,33 +6169,6 @@ "Node name for S&R": "ImageUpscaleWithModel" } }, - { - "id": 960, - "type": "SaveImage", - "pos": [ - 4250, - 3850 - ], - "size": { - "0": 320, - "1": 490 - }, - "flags": {}, - "order": 486, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 1632, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 961, "type": "ImageScaleFactor _O", @@ -7556,33 +7475,6 @@ "Node name for S&R": "ImageUpscaleWithModel" } }, - { - "id": 997, - "type": "SaveImage", - "pos": [ - 5280, - 3840 - ], - "size": { - "0": 320, - "1": 490 - }, - "flags": {}, - "order": 500, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 1677, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 998, "type": "ImageScaleFactor _O", @@ -8930,33 +8822,6 @@ "Node name for S&R": "ImageUpscaleWithModel" } }, - { - "id": 1034, - "type": "SaveImage", - "pos": [ - 6350, - 3830 - ], - "size": { - "0": 320, - "1": 490 - }, - "flags": {}, - "order": 512, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 1722, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 1035, "type": "ImageScaleFactor _O", @@ -10304,33 +10169,6 @@ "Node name for S&R": "ImageUpscaleWithModel" } }, - { - "id": 1071, - "type": "SaveImage", - "pos": [ - 7360, - 3830 - ], - "size": { - "0": 320, - "1": 490 - }, - "flags": {}, - "order": 522, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 1767, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 1072, "type": "ImageScaleFactor _O", @@ -11716,33 +11554,6 @@ "Node name for S&R": "ImageUpscaleWithModel" } }, - { - "id": 1108, - "type": "SaveImage", - "pos": [ - 8410, - 3820 - ], - "size": { - "0": 320, - "1": 490 - }, - "flags": {}, - "order": 530, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 1812, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 1109, "type": "ImageScaleFactor _O", @@ -13126,33 +12937,6 @@ "Node name for S&R": "ImageUpscaleWithModel" } }, - { - "id": 1145, - "type": "SaveImage", - "pos": [ - 9420, - 3840 - ], - "size": { - "0": 320, - "1": 490 - }, - "flags": {}, - "order": 536, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 1857, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 1146, "type": "ImageScaleFactor _O", @@ -14576,33 +14360,6 @@ "Node name for S&R": "ImageUpscaleWithModel" } }, - { - "id": 1182, - "type": "SaveImage", - "pos": [ - 10420, - 3850 - ], - "size": { - "0": 320, - "1": 490 - }, - "flags": {}, - "order": 540, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 1902, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 1183, "type": "ImageScaleFactor _O", @@ -15951,51 +15708,24 @@ } }, { - "id": 1219, - "type": "SaveImage", + "id": 1220, + "type": "ImageScaleFactor _O", "pos": [ 11420, - 3850 + 3660 ], "size": { - "0": 320, - "1": 490 + "0": 315, + "1": 154 }, "flags": {}, - "order": 542, + "order": 541, "mode": 0, "inputs": [ { - "name": "images", + "name": "image", "type": "IMAGE", - "link": 1947, - "slot_index": 0 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, - { - "id": 1220, - "type": "ImageScaleFactor _O", - "pos": [ - 11420, - 3660 - ], - "size": { - "0": 315, - "1": 154 - }, - "flags": {}, - "order": 541, - "mode": 0, - "inputs": [ - { - "name": "image", - "type": "IMAGE", - "link": 1948 + "link": 1948 } ], "outputs": [ @@ -18859,32 +18589,6 @@ "true" ] }, - { - "id": 9, - "type": "SaveImage", - "pos": [ - 2120, - 140 - ], - "size": { - "0": 370, - "1": 440 - }, - "flags": {}, - "order": 161, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 9 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain A" - ] - }, { "id": 8, "type": "VAEDecode", @@ -19949,67 +19653,6 @@ "true" ] }, - { - "id": 14, - "type": "KSampler", - "pos": [ - 2510, - -260 - ], - "size": { - "0": 315, - "1": 262 - }, - "flags": {}, - "order": 132, - "mode": 0, - "inputs": [ - { - "name": "model", - "type": "MODEL", - "link": 82 - }, - { - "name": "positive", - "type": "CONDITIONING", - "link": 104 - }, - { - "name": "negative", - "type": "CONDITIONING", - "link": 102 - }, - { - "name": "latent_image", - "type": "LATENT", - "link": 328 - } - ], - "outputs": [ - { - "name": "LATENT", - "type": "LATENT", - "links": [ - 314, - 2061 - ], - "slot_index": 0 - } - ], - "title": "KSampler B", - "properties": { - "Node name for S&R": "KSampler" - }, - "widgets_values": [ - 404669687365302, - true, - 12, - 7.5, - "uni_pc_bh2", - "ddim_uniform", - 0.8 - ] - }, { "id": 23, "type": "Reroute", @@ -20169,32 +19812,6 @@ "color": "#233", "bgcolor": "#355" }, - { - "id": 408, - "type": "SaveImage", - "pos": [ - 4000, - 180 - ], - "size": { - "0": 370, - "1": 440 - }, - "flags": {}, - "order": 277, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 759 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain C" - ] - }, { "id": 40, "type": "KSampler", @@ -20242,7 +19859,7 @@ "slot_index": 0 } ], - "title": "KSampler D", + "title": "KSampler D01", "properties": { "Node name for S&R": "KSampler" }, @@ -20377,32 +19994,6 @@ "Node name for S&R": "VAEDecode" } }, - { - "id": 407, - "type": "SaveImage", - "pos": [ - 3030, - 180 - ], - "size": { - "0": 370, - "1": 440 - }, - "flags": {}, - "order": 221, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 758 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain B" - ] - }, { "id": 35, "type": "VAEDecode", @@ -20483,32 +20074,6 @@ "true" ] }, - { - "id": 409, - "type": "SaveImage", - "pos": [ - 4950, - 180 - ], - "size": { - "0": 370, - "1": 440 - }, - "flags": {}, - "order": 327, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 760 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain D" - ] - }, { "id": 90, "type": "KSampler", @@ -20556,7 +20121,7 @@ "slot_index": 0 } ], - "title": "KSampler E", + "title": "KSampler E01", "properties": { "Node name for S&R": "KSampler" }, @@ -20691,32 +20256,6 @@ "true" ] }, - { - "id": 410, - "type": "SaveImage", - "pos": [ - 5870, - 200 - ], - "size": { - "0": 370, - "1": 440 - }, - "flags": {}, - "order": 365, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 761 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain E" - ] - }, { "id": 240, "type": "Latent Upscale by Factor (WAS)", @@ -20845,7 +20384,7 @@ "slot_index": 0 } ], - "title": "KSampler L06", + "title": "KSampler F01", "properties": { "Node name for S&R": "KSampler" }, @@ -20940,39 +20479,25 @@ ] }, { - "id": 241, - "type": "KSampler", + "id": 1269, + "type": "Reroute", "pos": [ - 7220, - -270 + 7355.729237049474, + 7.452080388349373 + ], + "size": [ + 90.4, + 26 ], - "size": { - "0": 315, - "1": 262 - }, "flags": {}, - "order": 377, + "order": 390, "mode": 0, "inputs": [ { - "name": "model", - "type": "MODEL", - "link": 505 - }, - { - "name": "positive", - "type": 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"KSampler" }, @@ -21315,32 +20741,6 @@ "true" ] }, - { - "id": 413, - "type": "SaveImage", - "pos": [ - 8780, - 200 - ], - "size": { - "0": 370, - "1": 440 - }, - "flags": {}, - "order": 431, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 764 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain" - ] - }, { "id": 274, "type": "Latent Upscale by Factor (WAS)", @@ -21509,7 +20909,7 @@ "slot_index": 0 } ], - "title": "KSampler L09", + "title": "KSampler I01", "properties": { "Node name for S&R": "KSampler" }, @@ -21523,32 +20923,6 @@ 0.5 ] }, - { - "id": 414, - "type": "SaveImage", - "pos": [ - 9730, - 200 - ], - "size": { - "0": 370, - "1": 440 - }, - "flags": {}, - "order": 452, - "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 765 - } - ], - "properties": {}, - "widgets_values": [ - "multi latent chain" - ] - }, { "id": 275, "type": "KSampler", @@ -21595,7 +20969,7 @@ "slot_index": 0 } ], - "title": 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