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README.md
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- Wan-AI/Wan2.1-I2V-14B-480P
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pipeline_tag: image-to-video
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---
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## Examples
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- Wan-AI/Wan2.1-I2V-14B-480P
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pipeline_tag: image-to-video
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---
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<div style="background-color: #f8f9fa; padding: 20px; border-radius: 10px; margin-bottom: 20px;">
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<h1 style="color: #24292e; margin-top: 0;">Squish Effect LoRA for Wan2.1 14B I2V 480p</h1>
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Overview</h2>
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<p>This LoRA is trained on the Wan2.1 14B I2V 480p model and allows you to squish any object in an image. The effect works on a wide variety of objects, from animals to vehicles to people!</p>
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</div>
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Features</h2>
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<ul style="margin-bottom: 0;">
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<li>Transform any image into a video of it being squished</li>
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<li>Trained on the Wan2.1 14B 480p I2V base model</li>
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<li>Consistent results across different object types</li>
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<li>Simple prompt structure that's easy to adapt</li>
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</ul>
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</div>
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Community</h2>
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<ul style="margin-bottom: 0;">
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<li><b>Discord:</b> <a href="https://discord.com/invite/7tsKMCbNFC" style="color: #0366d6; text-decoration: none;">Join our community</a> to generate videos with this LoRA for free</li>
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<li><b>Request LoRAs:</b> We're training and open-sourcing Wan2.1 LoRAs for free - join our Discord to make requests!</li>
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</ul>
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</div>
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</div>
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## Examples
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</tr>
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</table>
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<div style="background-color: #f8f9fa; padding: 20px; border-radius: 10px; margin-bottom: 20px;">
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Recommended Settings</h2>
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<ul style="margin-bottom: 0;">
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<li><b>LoRA Strength:</b> 1.0</li>
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<li><b>Embedded Guidance Scale:</b> 6.0</li>
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<li><b>Flow Shift:</b> 5.0</li>
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</ul>
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</div>
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Trigger Words</h2>
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<p>The key trigger phrase is: <code style="background-color: #f0f0f0; padding: 3px 6px; border-radius: 4px;">sq41sh squish effect</code></p>
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</div>
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Prompt Template</h2>
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<p>For best results, use this prompt structure:</p>
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<div style="background-color: #f0f0f0; padding: 12px; border-radius: 6px; margin: 10px 0;">
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<i>In the video, a miniature [object] is presented. The [object] is held in a person's hands. The person then presses on the [object], causing a sq41sh squish effect. The person keeps pressing down on the [object], further showing the sq41sh squish effect.</i>
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</div>
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<p>Simply replace <code style="background-color: #f0f0f0; padding: 3px 6px; border-radius: 4px;">[object]</code> with whatever you want to see squished!</p>
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</div>
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">ComfyUI Workflow</h2>
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<p>This LoRA works with a modified version of <a href="https://github.com/kijai/ComfyUI-WanVideoWrapper/blob/main/example_workflows/wanvideo_480p_I2V_example_02.json" style="color: #0366d6; text-decoration: none;">Kijai's Wan Video Wrapper workflow</a>. The main modification is adding a Wan LoRA node connected to the base model.</p>
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<img src="./workflow/workflow_screenshot.png" style="width: 100%; border-radius: 8px; margin: 15px 0; box-shadow: 0 4px 8px rgba(0,0,0,0.1);">
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<p>You can download my modified workflow here:<br>
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<a href="./workflow/wan_img2video_lora_workflow.json" style="display: inline-block; padding: 8px 16px; background-color: #0366d6; color: white; text-decoration: none; border-radius: 4px; font-weight: bold; margin-top: 10px;">Download Squish Effect Workflow</a></p>
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</div>
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</div>
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<div style="background-color: #f8f9fa; padding: 20px; border-radius: 10px; margin-bottom: 20px;">
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Download</h2>
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<p>Weights for this model are available in Safetensors format.</p>
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<a href="./squish_18.safetensors" style="display: inline-block; padding: 8px 16px; background-color: #0366d6; color: white; text-decoration: none; border-radius: 4px; font-weight: bold;">Download squish_18.safetensors</a>
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</div>
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Training Details</h2>
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<ul style="margin-bottom: 0;">
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<li><b>Base Model:</b> Wan2.1 14B I2V 480p</li>
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<li><b>Training Data:</b> 1.5 minutes of video (20 short clips of things being squished)</li>
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<li><b>Epochs:</b> 18</li>
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</ul>
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</div>
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Additional Information</h2>
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<p>Training was done using <a href="https://github.com/tdrussell/diffusion-pipe" style="color: #0366d6; text-decoration: none;">Diffusion Pipe for Training</a></p>
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</div>
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<div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
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<h2 style="color: #24292e; margin-top: 0;">Acknowledgments</h2>
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<p style="margin-bottom: 0;">Special thanks to Kijai for the ComfyUI Wan Video Wrapper and tdrussell for the training scripts!</p>
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</div>
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</div>
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