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xChenNing/Wan21-Anti-Realistic-Transformation
Wan21-Anti-Realistic-Transformation is a image-to-video model from xChenNing. Use it for the image-to-video task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
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Updated Aug 6, 2025
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From the Hugging Face model README

Wan2.1 Anti Realistic Transformation 是一个 LoRa Merge 模型,目标是减少 Wan2.1 将二次元动漫角色转变为现实风格角色,比如避免在图片生成视频的过程中给二次元动漫角色加上厚厚的真人红嘴唇等
Wan2.1 Anti Realistic Transformation is a merged LoRA model designed to counteract the tendency of Wan video models to automatically convert anime characters into realistic styles. Specifically, it prevents the addition of incongruous realistic features—such as overly thick, realistic red lips—to anime characters during image-to-video generation, preserving their original artistic style
All tests were conducted using Wan21-Anti-Realistic-Transformation-720p-rank256.safetensors loaded onto Wan2.1-i2v-480p-fp16.safetensors. I think most resolutions/ranks should remain functional. For optimal results without extensive experimentation, I recommend the 720p-rank256 as your primary setup.
I only have a low-vram card (ONLY NVIDIA RTX 3050 Laoptop 4G), so I can't make more test cases for different situations
All test cases are in the HuggingFace/main/example directory.
All cases use LoRa LightX2V (strength 1.0), dance_Breast pulsation_I2V (strength 0.8) for testing
This model merges the following source models. You may replicate or modify this recipe for finer adjustments:
| Original Model | Strength | Tips | Link |
|---|---|---|---|
| Wan14B_RealismBoost | -0.8 | Negative weights in this model have limited effectiveness but cause minimal alteration to original motion characteristics. | HuggingFace |
| Realistic Transformation | -0.15 | Negative weights exhibit strong corrective capabilities, though they may affect original motion characteristics | Civitai |