Description

Tutorial and Prompts

All Stable Diffusion inference was done using SD WebUI Forge Neo on an RTX 3050 6gb, RTX 3060 12gb, and RTX 4060 8gb.
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Keyframe Images

Workflow Diagram:
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Step 1 - Posing

Model: Prefect Illustrious XL V7
Set up the character, pose, and composition during this step.
Keyframe 1 Parameters:
[score_9, score_8_up, score_7_up, score_6_up], fur_tuft, Rarity, female anthro pony, booty shorts, walking, butt, hip dip, simple background
Steps: 24, Sampler: RES4LYF res_2m, Schedule type: Beta 57, CFG scale: 4.5, Seed: 1007204729, Size: 832x1216, Model: prefectIllustriousXL_v60, Model hash: a1e094d1ba, Module 1: sdxl.vae, RNG: CPU, Beta schedule alpha: 0.5, Beta schedule beta: 0.7, Emphasis: Original, Version: neo-2.24

Step 2 - Depth Estimation

Model: depth_midas
Run the image through a depth processor to guide the next step

Step 3 - Detailing

Model: Pony Realism 2.2
ControlNet Model: xinsir/controlnet-depth-sdxl-1.0.safetensors
Use this step for lighting and detailing. Apply the ControlNet model using Step 2 as the input. I used Strength: 0.2, Control Steps: 0-0.8.
Keyframe 1 Parameters:
[score_9, score_8_up, score_7_up, score_6_up], female anthro pony, g4, fur_tuft, [:Rarity:4], fluffy, butt , walking, dock \(anatomy\), hip dips, thighs, rear view, fashionable clothing, short shorts, simple background, rim light, haze, warm volumetric sunlight, [dark background], dust motes, film grain
Negative prompt: cute
Steps: 24, Sampler: RES4LYF res_2m, Schedule type: Beta 57, CFG scale: 2.5, Seed: 2802500537, Size: 832x1216, Model: ponyRealism_V22, Model hash: 7c97ecf786, Module 1: sdxl.vae, Denoising strength: 0.2, RNG: CPU, ControlNet 0: "Module: depth_midas, Model: controlnet-depth-sdxl-1.0, Weight: 0.2, Resize Mode: Crop and Resize, Processor Res: 512, Threshold A: 0.5, Threshold B: 0.5, Guidance Start: 0.0, Guidance End: 0.77, Pixel Perfect: False, Control Mode: Balanced, Hr Option: Both", CG Recenter: 0.35, CG Normalization: 0, Hires Module 1: Use same choices, Hires upscale: 2.5, Beta schedule alpha: 0.5, Beta schedule beta: 0.7, Emphasis: Original, Hires upscaler: 4x-UltraSharp, Hires steps: 12, Hires CFG Scale: 4.5, Version: neo-2.24

Step 4: Background

Model: WAN 2.7 Image Pro
Throw together a background; I just snapped a picture on my phone

Video Generation

Model: Kling 3.0
Input the keyframes in frames mode and link the extra reference images.

Final Steps

Used a video editor to splice everything together, add color grading, and enhance the framerate.

Source

Comments

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Detailed syntax guide