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"## A note on VRAM:\n<br>\n\nThe most significant impacter on RAM is IP-Adapter - each application eats up around 0.8GB VRAM. \n<br><br>\nThe Batch Creative Interpolation node applies one IP-Adapter per frame.\n<br><br>\nIf high detail mode is on, the uses 2x IP-Adapters. \n<br><br>\nWith this in mind, I recommend turning off high-detail mode unless you need it.\n<br><br>\nIf your generations are running slow, it also might mean your Comfy is running on low VRAM mode.",
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"## Understanding the settings\n\n<br>\nThere are 3 main settings:\n\n<br>\n\n- Key frame position\n- Length of influence\n- Strength of influence\n\n<br>\n\nThe 'type_of' fields decide whether each of settings are the same for each frame or different.\n\n<br>\n\nWhen the type has been set to 'linear', you can adjust the value for every in with the _value fields.\n\n<br>\n\nWhen the type is set to 'dynamic', the text box below each setting are for the individual values - follow the format provided to set values for each frame.\n",
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"### Set duration of frame influence ⮕\n<br>\n1.0 equals around the distance between this and the next frames, 2.0 equals twice this. You can set these values for each frame individually in the field below. ",
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"### Set low and high point of strength ⮕\n<br>\n\nThe number are the range the strength runs from and to.",
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"### High detail mode ⮕\n<br>\n\nThis makes the frames significantly more detailed by using two IPAs - but results in each frame consumes twice as much RAM.",
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"# A brief guide\n\n<br>\n\n## Philosophy for getting the most from this:\n\n<br>\n\nThis isn’t a tool like text to video that will perform well out of the box - it’s more like a paint brush, an artistic tool that you need to figure out how to get the best from. \n\n<br>\n\nThrough trial and error, you'll need to build an understanding of how the motion and settings work, what its limitations are, which inputs work best with it, etc.\n\n<br>\n\nIf you can figure out how to wield it, this approach can provide enough control for you to make beautiful things that match your imagination precisely.\n\n<br>\n\n## How to use this:\n<br> \n1.Input the images that you want to use. The most important thing that will influence the quality and coherence of your creation is the input images.\n\n<br> \n\n2.Try the basic settings to start. Based on the resulting generation, try to understand what happened - you can learn about the settings and observe the graphs to the right.\n\n<br>\n\n3.Tweak the settings until you achieve your desired effect. \n\n<br>\n\n## What this will &amp; won't be suitable for:\n<br>\nI believe that this will be good for a wide range of storytelling-driven and abstract motion.\n<br>\n<br>\nHowever, it probably won't be good for realistic motion - other approaches like vid2vid are far more suitable for this.\n<br>\n<br>\n## If you're having problems:\n\n\n<br>\n\nFirst, download the latest version of this workflow from [here](https://raw.githubusercontent.com/peteromallet/steerable-motion/main/demo/creative_interpolation_example.json) and get the latest version of the node from Comfy Manager.\n\n<br>\n\nIf that doesn't work, drop into [our Discord](https://discord.gg/V72vk8T67n) and share your problem and I'll try to help ASAP.\n\n<br>\n\n\n## Want to join a community of people who are pushing open source models to their technical and artistic limits?\n\n<br>\n\nYou're welcome to join [our Discord](https://discord.gg/UJf6aum7WZ).\n\n<br>\n\nPlease share anything you generate in the steerable-motion channel.",
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"## To download these models from Comfy Manager\n<br>\n\nOn the bar on the right, click \"Manager\", then click \"Install Models\" and search up the below - the models that show for those queries should be the right ones:\n<br>\n<br>\n\n\n- For Animatediff, search: v3\\_sd15\\_mm\n- For SparseCtrl, search: v3\\_sd15\\_sparsectrl\n- For s3\\_15 adapter, search: v3\\_sd15\\_adapter\n- For Clip Vision, search: CLIP-ViT-H-14\n- For IP-Adapter-Plus, search: plus\\_sd15.safetensors\n\n<br>\n<br>\n\nFor the VAE and styling model, *make sure to use SD 1.5 models*.",
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"What else could you add to this workflow or node to do weird or interesting stuff? 🤔\n<br>\n<br>\nCome join us in [our Discord](https://discord.gg/UJf6aum7WZ) if you have something interesting.",
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"## Help me figure out advanced settings\n\n<br>\nI would like to bake good settings into the node so people can use it with confidence but I haven't quite figured out what these should be yet. \n<br>\n<br>\nIf you want to help me, you can unbypass these nodes and tweak away. \n\n<br>\n<br>\nSome stuff I'm trying to figure out:\n\n- How should we implemnent noise?\n- What other weight types could make sense?\n- Is embed_scaling relevant and if so how should we use it?\n- How could we refine the start and end_steps?\n- ???\n\n<br>\n<br>\n\nPlease share any learnings in the #steerable-motion channel of the Banodoco Discord!",
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"## ⬅ Tweak motion_scale to change amount of movement\n<br>\nYou can tweak motion_scale on the left to increase or decrease the amount of motion in the generation - just change the value in brackets. \n<br>\n<br>\nYou can also schedule motion scales with this format:\n<br>\n<br>\n0:(1.3),16:(1.6)",
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"Find the settings confusing and hard to understand? This is part of why we made [Dough](https://github.com/banodoco/dough) - an open-source creative tool that provides simple controls on top of this + much more :)",
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"### Setting frame position ⮕\n\n<br>\n\nSetting linear frame distribution makes the frames spaced out by the linear value - for example, if it's set to 16, the frames will be at positions 0, 16, 32, etc. If you set type to dynamic, you'll need to enter the values below.",
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"## Tweak Sparse Ctrl end_percent to improve adherence ⮕\n<br>\n Though the motion tends to be smoother on lower settings, increasing `end_percent` with improve adherence to the input images.",
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