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--- |
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license: apache-2.0 |
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language: |
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- en |
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base_model: |
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- Wan-AI/Wan2.1-I2V-14B-480P |
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- Wan-AI/Wan2.1-I2V-14B-480P-Diffusers |
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pipeline_tag: image-to-video |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- template:diffusion-lora |
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- image-to-video |
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widget: |
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- text: >- |
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Donald Trump speaking into a microphone, then t2k1s takes off clothes |
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revealing a lean muscular body and shows off muscles, pointing his index |
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finger. |
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output: |
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url: example_videos/trump_muscle.mp4 |
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- text: >- |
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Elon Musk smiling slightly in a suit jacket, then t2k1s takes off clothes |
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revealing a lean muscular body and shows off muscles, giving a friendly |
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smile. |
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output: |
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url: example_videos/elon_muscle.mp4 |
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- text: >- |
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A man with a well-groomed beard and blue shirt smiles at the camera, then |
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t2k1s takes off clothes revealing a lean muscular body and shows off muscles |
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while smiling widely. |
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output: |
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url: example_videos/man1_muscle.mp4 |
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- text: >- |
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A smiling man with dark, curly hair and a white t-shirt, then t2k1s takes |
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off clothes revealing a lean muscular body and shows off muscles, flexing |
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and smiling. |
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output: |
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url: example_videos/man2_muscle.mp4 |
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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;">Muscle Show-Off 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 give muscles to anyone in an image!</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 the subject showing off developed muscles</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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<Gallery /> |
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# Model File and Inference Workflow |
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## 📥 Download Links: |
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- [muscle_18_epochs.safetensors](./muscle_18_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;">t2k1s takes off clothes revealing a lean muscular body and shows off muscles</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 12 short clips (each clip captioned separately) of people showing off their muscles</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> |
