2) Animation Raw - LCM v2.1.json

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      ],
      "outputs": [
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          "type": "MODEL",
          "links": [
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          "shape": 3,
          "slot_index": 0
        },
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          "links": [
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          "shape": 3,
          "slot_index": 1
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      ],
      "title": "Load LCM LoRA",
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        "Node name for S&R": "LoraLoader"
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      "widgets_values": [
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      "size": {
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      "flags": {},
      "order": 16,
      "mode": 0,
      "title": "LCM Model",
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      "size": {
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      "flags": {},
      "order": 18,
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      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
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          "shape": 3
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      ],
      "title": "AD - Macro Motion",
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      "mode": 0,
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          "name": "LORA_STACK",
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      ],
      "title": "Optional VAE",
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      "widgets_values": [
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    {
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      "type": "ADE_AnimateDiffModelSettingsSimple",
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      "order": 50,
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          "type": "INT",
          "link": 818,
          "widget": {
            "name": "motion_pe_stretch"
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          "slot_index": 1
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      ],
      "outputs": [
        {
          "name": "MOTION_MODEL_SETTINGS",
          "type": "MOTION_MODEL_SETTINGS",
          "links": [
            785
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          "shape": 3
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    },
    {
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      "flags": {},
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      "mode": 0,
      "title": "#2 Animation Raw - LCM v2.1",
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        "HOW TO USE: \n\n1) Choose Model checkpoint you want to use\n2) Enter Width and Height of your Output Image \n3) Choose Positive Prompts you want to see in the output\n4) Choose Loras, (You have to experiment which looks good or not)\n5) Paste the Passes Directories in ControlNets (1 and 2) Loaders and set their models and weight (See Neon Purple note)\n6) Paste The Directory where you want to save the Images in the Output Save Directory Node\n7) Select Batch Range (Number of images you want to render in one Queue)\n8) Choose LCM, Highres and AD Motion Settings, Default is good but experimental (See note)\n9) After every batch you can increase the batch naming for organizing the batches.\n10) After every queue increase the skip frames to the Total number of images rendered already.\n11) After All the batches are rendered it's Ready for #3 LCM Refiner workflow\n\n*Don't Use Overlapping Technique in this phase, Use that in the final refiner phase, \n\n\n________________________________________\n\nMain Download Folder Link : https://drive.google.com/drive/folders/1HoZxKUX7WAg7ObqP00R4oIv48sXCEryQ?usp=sharing\n_________________________________________\n\n\n\n\n\nUpdate Log: Version 2 - Dec 23 \n\n1) The weird color bleed/tint in the final images is removed by LCM technique (Found Experimentally) in this workflow. \n\n*A yellow tint may be observed (In low cfg) with TemporalDiff model in the final output which can be removed easily in post processing by using curves > blue channel >playing with the curve.   \n\n2) LCM now supported, will have 2x - 3x Render speed with higher batch range input, as lcm uses under 10 steps, you 2x input the batch range and image resolution. \n\n3) Added Batch Number Naming for organizing\n4) Added Output Save Location Path\n5) Added bunch of custom nodes for more efficiency and organizing. (See installation List)\n\n________________________________________\n\nUpdate Log: Version 2.1 - Dec 23 \n\n1) Added Detail Enhance, AD Macro Motion, Highres Fix.\n2) Improved Control Nets node placements, settings and naming.\n\n\n\n\n\n\n* If Faces are not Looking good, or some weird but small artifacts, it's fine, the refiner pass will take care of it\n* In prompts experiment with extreme words, and also test with loras with low strength. \n* Background still has weird artifacts. Play with sampler cfg (1-6) to see some change.\n* IP adaptor produces messy results with LCM"
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      "outputs": [
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          "type": "MODEL",
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      ],
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    {
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      "type": "Note",
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      "order": 21,
      "mode": 0,
      "title": "Author's Note",
      "properties": {
        "text": ""
      },
      "widgets_values": [
        "1) All Green Nodes are Inputs and require your attention, Purple Nodes are Input Images Directory Nodes for controlNet passes, and are very important else this workflow won't run. Neon Colors are Important notes.  \n\n\n\n2) Control Net Passes are already rendered to save time, you need to have them before using this workflow, Extract them using the Provided ControlNet_Passes_Export.json v2 file  (You can experiment with different control nets or use only one)\n\n3) If Faces are not Looking good, it's fine, the refiner pass will take care of it, else you can also try the Reactor Batch Face Swap or A1111 Method (Reactor can also swap bad faces with good one) \n\n4) Use value at least \"10\" in batch range to test render out your animation before final render. Lower than 10 frames may result in noisy images.\n\n\n5) Use Link Render Mode to straight lines in ComfyUI Settings (Gear Icon in the right of the Queues Box) so the workflow doesn't look like spaghetti. \n\n\n◉ FULL VIDEO TUTORIAL LINK of V1 here : https://youtu.be/HbfDjAMFi6w \nVersion 2 Tutorial will be out soon check this for updates : https://www.youtube.com/@Ai_Davos/videos \n\nGoogle Drive Link for all versions of this Workflow : https://drive.google.com/drive/folders/1HoZxKUX7WAg7ObqP00R4oIv48sXCEryQ?usp=sharing\n\n\nI post my workflows, tutorials and secret techniques without any cost on my Patreon, just click \"join for free\" and sign up click \"skip the payment\" and you will be part of my journey for free.\nPatreon link: patreon.com/jerrydavos\n\n\nif you want to share your artwork with me, feel free to contact me on Discord - ID: jerrydavos \nor gmail : davos.jerry+contactai@gmail.com \nI will be very happy to see your works <3 \n\n\n\n-----------------------------------------------------------------\n\nINSTALLATION: \n\n \n*LCM LORA : https://civitai.com/models/195519?modelVersionId=225222 or huggingface.co/latent-consistency/lcm-lora-sdv1-5/tree/main\n\nIn ComfyUI Manager > click Install Missing Nodes.\n\nhttps://github.com/WASasquatch/was-node-suite-comfyui\nhttps://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes\nhttps://github.com/shiimizu/ComfyUI_smZNodes\nhttps://github.com/Kosinkadink/ComfyUI-Advanced-ControlNet\nhttps://github.com/Kosinkadink/ComfyUI-AnimateDiff-Evolved\nhttps://github.com/Kosinkadink/ComfyUI-VideoHelperSuite\nhttps://github.com/giriss/comfy-image-saver\nhttps://github.com/kijai/ComfyUI-KJNodes\nhttps://github.com/YMC-GitHub/ymc-node-suite-comfyui\nhttps://github.com/Stability-AI/stability-ComfyUI-nodes\nhttps://github.com/pythongosssss/ComfyUI-Custom-Scripts\nhttps://github.com/LucianoCirino/efficiency-nodes-comfyui\nhttps://github.com/wolfden/ComfyUi_String_Function_Tree\nhttps://github.com/Stability-AI/stability-ComfyUI-nodes\nhttps://github.com/AlekPet/ComfyUI_Custom_Nodes_AlekPet\nhttps://github.com/FizzleDorf/ComfyUI_FizzNodes\nhttps://github.com/mcmonkeyprojects/sd-dynamic-thresholding\nhttps://github.com/giriss/comfy-image-saver\n\nVersion 2.1: \nhttps://github.com/BlenderNeko/ComfyUI_Noise\nhttps://github.com/comfyanonymous/ComfyUI_experiments\n\n\n*Update all the nodes, if you have already installed previously, especially Animatediff Evolved for LCM to work Properly\n*Restart Comfyui to install the remaining dependencies \n*Drag and drop this workflow again, so it's default value loads properly.\n\n-------------AnimateDIff Checkpoints-----------\n\nGo to Manager > Install Models and search for them.\n\n1) Temporaldiff-v1-animatediff - https://huggingface.co/CiaraRowles/TemporalDiff/tree/main\n2) motionModel_v01 - https://civitai.com/models/139237?modelVersionId=154097\n\nPut in  ComfyUI\\custom_nodes\\ComfyUI-AnimateDiff-Evolved\\models\n\n------------------------------------------------------------\n\n*Minimum Requirement to run AnimateDiff is Nvidia RTX cards with at least 8GB.\n\nNode Workflow by\nJerry Davos\n"
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      "order": 92,
      "mode": 0,
      "inputs": [
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          "name": "scale_by",
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          "widget": {
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      "outputs": [
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          "name": "LATENT",
          "type": "LATENT",
          "links": [
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          "shape": 3,
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        }
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      "flags": {
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      "inputs": [
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        "If you got out of memory Error while it reaches the above sampler, then See the \"Requested Memory:  xx MB\" in the red error box.\n\nIf that xx memory requested is below 1GB then just queue the prompt again, the workflow will just run fine. It will take CPU's Ram to Render. \n\nIf it's above 1GB then lower the Resolution and then queue to run it smoothly. \n\n"
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          "name": "STRING",
          "type": "STRING",
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      "properties": {
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      "mode": 0,
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      "title": "Positive",
      "properties": {
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      "widgets_values": [
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      ],
      "color": "#1a571a",
      "bgcolor": "#2e6b2e"
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    {
      "id": 189,
      "type": "Note",
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      "size": {
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      "order": 31,
      "mode": 0,
      "title": "CheckPoint",
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      },
      "widgets_values": [
        "Checkpoint - Try Different Checkpoints for creative (results:0.95) \n\n\nTo use Lora - add the Lora in the loras stack\n\nIf your renders are glitchy or incomplete, it may be lora incompatible with AnimateDiff Loader or You have some problem in the Prompts.\n\nBeta_Scheldule: It only works with sqrt_linear(AnimateDiff)\n\n"
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      "title": "Recommended Models and Loras",
      "properties": {
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      "widgets_values": [
        "------------------------------------------------------------\nModels - \n\n1) Epic Realism - https://civitai.com/models/25694?modelVersionId=143906\n*Epic Realism Natural RC1 Vae seems best for realistic Result.\n\n2) Imp Anime Model - https://civitai.com/models/56680/imp\n3) Dark Shushi - https://civitai.com/models/24779/dark-sushi-mix-mix\n4) Mistoon Collection - https://civitai.com/user/Inzaniak/models\n5) MeinaMix - https://civitai.com/models/7240/meinamix\n6) Animerge - https://civitai.com/models/144249?modelVersionId=224851\n\n-----------------------------------------------------------\n\nLoras - \n\n1) Skin Tone Slider - https://civitai.com/models/112594/skin-tone-slider-lora\nUse Negative Values (-1) for better result. \n\n2)  Saturation Tweaker - https://civitai.com/models/71192/saturation-tweaker-lora-lora\nAdd Saturation ( 0.3- 0.7) when getting less contrast. \n\n3) Detail Slider  -  \nhttps://civitai.com/models/58390/detail-tweaker-lora-lora \nhttps://civitai.com/models/153562/detail-slider-lora\nUse Negative Values if getting weird details in High CFG value\n\n4) Blue theme- https://civitai.com/models/102153/blue-theme\nUse Loras like this which control background to get more better backgrounds.\n"
      ],
      "color": "#1828a6",
      "bgcolor": "#2c3cba"
    },
    {
      "id": 1,
      "type": "CheckpointLoaderSimpleWithNoiseSelect",
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      "size": {
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      "flags": {},
      "order": 33,
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      "id": 175,
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      "mode": 0,
      "title": "Batch Range Note",
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        "LCM - As lcm uses under 10 steps, you 2x input the batch range and image resolution. \n\nBatch Range - How much images you want to render in a single queue.\n\nIt also Controls the number of empty latent images for Ksampler\n\nUse Exact Number of images you want to render.\n\nDon't Use \"0\" as it also provides for Latent Image for ksampler else it will break.\n\nTIP: Use at least 10 frames for testing else it will give you noisy image.\n\n\n---------------------- \n\nBUG: If you are rendering images in batches because of low specs, After each Batch the Images will change even after same seed, so it can't be helped. \n\nSOLUTION: Render it in one go or longer batches, it will take hours to render, put some ice on the graphic card for faster result :D ( You can minimize this bug by specifying the minute details in prompts) or \nFix in Davinci Deflicker - Flora Light (Masking the duration only of the sudden change), \nAlso See the tip in Note Near the Ksampler node.\n\n--------------------\n\nBUG 2: I have 8GB graphics so max frames I can render in a single go is around 150 \n\nIf I go beyond that, the ksampler will show like its rendering but will not actually render.\n\nIf your GPU is not melting then your ksampler is stuck, try reducing the batch range then try melting again :)"
      ],
      "color": "#432",
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    {
      "id": 177,
      "type": "Note",
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      "order": 35,
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      "title": "Skip Frames Note",
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        "Skip Frames - After Each Queue, skip the \"total\" of rendered frames. \n(Give some rest to the computer so it does not catch fire, don't be cruel)\n\nEg:\n \n1st Queue- Batch Range 60 | Skip Frames 0  | Rendered 60 \n2nd Queue- Batch Range 60 | Skip Frames 60 | Rendered 60\n3rd Queue- Batch Range 60 | Skip Frames 120 (60+60)...\nand so on... till your batch size.\n\nInput your last batch correctly. \n\nWarning: Ksampler can stuck if your input batch range is greater than the source images.\n\nEg : I have my last batch of 55 images left but I input 60 images in batch range then the ksampler got stuck. \nThen I put 55 as my batch range then it worked. Hurraah!\n\n\n\nTip: In the input box, basic Maths can be done inside comfyui only not need of calculator. \n\nEg : if I put \"200-50\" (250 minus 50) in the input, it will calculate to 150 automatically, like wise other basic Maths\n\n\n\n\n\n\n\n"
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      "id": 437,
      "type": "Note",
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      "flags": {},
      "order": 36,
      "mode": 0,
      "title": "HigheRes Fix | Detail Enhancer | AD Macro Motion",
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        "Total Sampler Steps: Total Number of steps for ksampler. (Default value - 10) \n\nStop raw at nth step: Raw sampler will stop at this step.  (Default Value - 6)\n\nHighRes Fix Upscale - It upscales the Latent - (value around 1.1 - 1.4 is good, above 1.5 no change is observed)\n(Default Value - 1.2 which is good, it will be enhanced in the refiner workflow)\n\nStart Highres Fix from nth step: Higres fix sampler will start at this step and continue till the total sampler steps. (Default Value - 5)\n\n\n----------------------\nSteps Theory: \n \nTotal Steps - 10 iterations.\nRaw Steps - First 6 Iterations.\nHigh Res Steps - From 5th to 10th iteration. (1 overlapping iteration for good blending)  \n__________________________________________________________________________________________________\n__________________________________________________________________________________________________\n\n\nDetail Enhancer - It injects noise in the model, use up to max value of 20 - Higer values cause micro details into morphing/sliding. (Default value is 2) \n\nAD Macro Motion - AnimateDiff motion of Background Elements is controlled by this value. Use up to max value of 10. Higer values cause jittering/Choppy motion. Min value 1 is for normal motion (Default Value - 3 for stable elements, almost no motion)\n\n*Higer value above 10 till 1000 in AD Macro Motion gives ghosting like Echo images, can be cool for some abstract effects. Sometimes it becomes like deforum img2img animation with consistent jittering background. Try different values for fun. \n\n*Higer Values than 10 till 200 in macro motion can sometimes experimentally give perfectly still background with good details and good character consistency, you need to find your x value. \n\n\n"
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      "bgcolor": "#a30000"
    },
    {
      "id": 391,
      "type": "FloatConstant",
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      "size": {
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      "order": 38,
      "mode": 0,
      "title": "ControlNet Important Note",
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        "* Lower Strength and End Percent can lead to creative results which will reduce the original image look (Applicable in Softedge, Canny, Depth, and LineArt Pass) and give more stylized look, close resemblance to the prompts.\n\n* Greater Start percent around 0.3-0.5 tends to create a still image from the main prompt first and then an artifact character overlayed on it.  This Can be used for Abstract creation.\n\n"
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    },
    {
      "id": 384,
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      "title": "Prompt Note",
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      "widgets_values": [
        "*Positive Prompt: Write as usual, specify minute details, the elements are usually changed during the render, also you can try to use same keywords multiple times but same meaning ( Eg: blue jeans, blue color jeans, jeans of blue color) to reduce major changes. \n\nUsing the word multiple times increase it's strength.\nAvoid writing multiple color words. A prompt which has \"black\" keyword written x3 will darken the image x3\n\n\nIf you weight the keywords like \"(this:1.9), it may produce glitchy result. Avoid high weights.\n\n*Negative Prompt: Write as usual, Sometimes Negative prompts causes noise in images, try reducing the use of embeddings if you encounter them. \n\n"
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