| | --- |
| | license: apache-2.0 |
| | language: |
| | - en |
| | base_model: |
| | - Wan-AI/Wan2.1-I2V-14B-480P |
| | - Wan-AI/Wan2.1-I2V-14B-480P-Diffusers |
| | pipeline_tag: image-to-video |
| | tags: |
| | - text-to-image |
| | - lora |
| | - diffusers |
| | - template:diffusion-lora |
| | - image-to-video |
| | widget: |
| | - text: >- |
| | The video opens on a puppy. A knife, held by a hand, is coming into frame |
| | and hovering over the puppy. The knife then begins cutting into the puppy to |
| | c4k3 cakeify it. As the knife slices the puppy open, the inside of the puppy |
| | is revealed to be cake with chocolate layers. The knife cuts through and the |
| | contents of the puppy are revealed. |
| | output: |
| | url: example_videos/puppy_cakeify.mp4 |
| | - text: >- |
| | The video opens on a woman. A knife, held by a hand, is coming into frame |
| | and hovering over the woman. The knife then begins cutting into the woman to |
| | c4k3 cakeify it. As the knife slices the woman open, the inside of the woman |
| | is revealed to be cake with chocolate layers. The knife cuts through and the |
| | contents of the woman are revealed. |
| | output: |
| | url: example_videos/woman_cakeify.mp4 |
| | - text: >- |
| | The video opens on a timberland boot. A knife, held by a hand, is coming |
| | into frame and hovering over the timberland boot. The knife then begins |
| | cutting into the timberland boot to c4k3 cakeify it. As the knife slices the |
| | timberland boot open, the inside of the timberland boot is revealed to be |
| | cake with chocolate layers. The knife cuts through and the contents of the |
| | timberland boot are revealed. |
| | output: |
| | url: example_videos/timberland_cakeify.mp4 |
| | - text: >- |
| | The video opens on a cat. A knife, held by a hand, is coming into frame and |
| | hovering over the cat. The knife then begins cutting into the cat to c4k3 |
| | cakeify it. As the knife slices the cat open, the inside of the cat is |
| | revealed to be cake with chocolate layers. The knife cuts through and the |
| | contents of the cat are revealed. |
| | output: |
| | url: example_videos/cat_cakeify.mp4 |
| | --- |
| | |
| | <div style="background-color: #f8f9fa; padding: 20px; border-radius: 10px; margin-bottom: 20px;"> |
| | <h1 style="color: #24292e; margin-top: 0;">Cakeify Effect LoRA for Wan2.1 14B I2V 480p</h1> |
| | |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Overview</h2> |
| | <p>This LoRA is trained on the Wan2.1 14B I2V 480p model and allows you to cakeify any object in an image. The effect works on a wide variety of objects, from animals to vehicles to people!</p> |
| | </div> |
| | |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Features</h2> |
| | <ul style="margin-bottom: 0;"> |
| | <li>Transform any image into a video of it being cakeified</li> |
| | <li>Trained on the Wan2.1 14B 480p I2V base model</li> |
| | <li>Consistent results across different object types</li> |
| | <li>Simple prompt structure that's easy to adapt</li> |
| | </ul> |
| | </div> |
| | |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Community</h2> |
| | <ul style="margin-bottom: 0;"> |
| | <li> |
| | Generate videos with 100+ Camera Control and VFX LoRAs on the |
| | <a href="https://app.remade.ai/canvas/create" style="color: #0366d6; text-decoration: none;">Remade Canvas</a>. |
| | </li> |
| | <li> |
| | <b>Discord:</b> |
| | <a href="https://remade.ai/join-discord?utm_source=Huggingface&utm_medium=Social&utm_campaign=model_release&utm_content=crash_zoom_out" style="color: #0366d6; text-decoration: none;"> |
| | Join our community |
| | </a> to generate videos with this LoRA for free |
| | </li> |
| | </ul> |
| | </div> |
| | |
| | <Gallery /> |
| |
|
| |
|
| | # Model File and Inference Workflow |
| |
|
| | ## 📥 Download Links: |
| |
|
| | - [cakeify_16_epochs.safetensors](./cakeify_16_epochs.safetensors) - LoRA Model File |
| | - [wan_img2vid_lora_workflow.json](./workflow/wan_img2vid_lora_workflow.json) - Wan I2V with LoRA Workflow for ComfyUI |
| |
|
| | --- |
| | <div style="background-color: #f8f9fa; padding: 20px; border-radius: 10px; margin-bottom: 20px;"> |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Recommended Settings</h2> |
| | <ul style="margin-bottom: 0;"> |
| | <li><b>LoRA Strength:</b> 1.0</li> |
| | <li><b>Embedded Guidance Scale:</b> 6.0</li> |
| | <li><b>Flow Shift:</b> 5.0</li> |
| | </ul> |
| | </div> |
| | |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Trigger Words</h2> |
| | <p>The key trigger phrase is: <code style="background-color: #f0f0f0; padding: 3px 6px; border-radius: 4px;"> c4k3 cakeify it</code></p> |
| | </div> |
| | |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Prompt Template</h2> |
| | <p>For best results, use this prompt structure:</p> |
| | <div style="background-color: #f0f0f0; padding: 12px; border-radius: 6px; margin: 10px 0;"> |
| | <i>The video opens on a [object]. A knife, held by a hand, is coming into frame and hovering over the [object]. The knife then begins cutting into the [object] to c4k3 cakeify it. As the knife slices the [object] open, the inside of the [object] is revealed to be cake with chocolate layers. The knife cuts through and the contents of the [object] are revealed.</i> |
| | </div> |
| | <p>Simply replace <code style="background-color: #f0f0f0; padding: 3px 6px; border-radius: 4px;">[object]</code> with whatever you want to see cakeified!</p> |
| | </div> |
| | |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">ComfyUI Workflow</h2> |
| | <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> |
| | <img src="./workflow/cakeify_workflow_screenshot.png" style="width: 100%; border-radius: 8px; margin: 15px 0; box-shadow: 0 4px 8px rgba(0,0,0,0.1);"> |
| | <p>See the Downloads section above for the modified workflow.</p> |
| | </div> |
| | </div> |
| | |
| | <div style="background-color: #f8f9fa; padding: 20px; border-radius: 10px; margin-bottom: 20px;"> |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Model Information</h2> |
| | <p>The model weights are available in Safetensors format. See the Downloads section above.</p> |
| | </div> |
| | |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Training Details</h2> |
| | <ul style="margin-bottom: 0;"> |
| | <li><b>Base Model:</b> Wan2.1 14B I2V 480p</li> |
| | <li><b>Training Data:</b> 1 minute of video (13 short clips of things being cakeified, each clip captioned separately)</li> |
| | <li><b>Epochs:</b> 16</li> |
| | </ul> |
| | </div> |
| | |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Additional Information</h2> |
| | <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> |
| | </div> |
| | |
| | <div style="background-color: white; padding: 15px; border-radius: 8px; margin: 15px 0; box-shadow: 0 2px 4px rgba(0,0,0,0.1);"> |
| | <h2 style="color: #24292e; margin-top: 0;">Acknowledgments</h2> |
| | <p style="margin-bottom: 0;">Special thanks to Kijai for the ComfyUI Wan Video Wrapper and tdrussell for the training scripts!</p> |
| | </div> |
| | </div> |
