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README.md
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<Gallery />
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# Model File and Inference Workflow
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## 📥 Download Links:
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- [inflate_20_epochs.safetensors](./inflate_20_epochs.safetensors) - LoRA Model File
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- [wan_img2vid_lora_workflow.json](./workflow/wan_img2vid_lora_workflow.json) - Wan I2V with LoRA Workflow for ComfyUI
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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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<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;">infl4t3 inflates it</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 prompting, check out the example prompts; this way of prompting seems to work very well</p>
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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>See the Downloads section above for the modified workflow.</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;">Model Information</h2>
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<p>The model weights are available in Safetensors format. See the Downloads section above.</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;">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> Trained on 30 seconds of video comprised of 9 short clips (each clip captioned separately) of things being inflated</li>
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<li><b>Epochs:</b> 16</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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