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license: apache-2.0
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---
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license: apache-2.0
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base_model:
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- ByteDance/Bernini-R
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---
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## Bernini-R-n4w
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### Anatomy & Generation Quality
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This merge handles male and female anatomy well. Results become significantly stronger and more consistent when guided by reference images or reference videos.
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**Success Rates** (based on internal testing):
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- **I2V / Reference Video-to-Video**: Over **75%** good results in a single generation
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- **Text-to-Video (T2V)**: Above **65%** when using detailed prompts (quality varies with prompt strength)
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### Prompting Advice
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Bernini-R is noticeably more complex than standard Wan2.2 models, so the short/simple prompts many people use with Wan2.2 often don’t perform well here.
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- **Text-to-Video (T2V)**: Prompts need to be **detailed and descriptive**. In some cases, running a second generation was required to get a strong result.
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- **Image-to-Video with reference video**: One generation was enough in roughly **7 out of 10** tests.
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### Tip – Refiner for Difficult Scenes
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For tricky or complex scenes, using the low-noise expert from another Wan2.2 merge (I used SmoothMix I2V V1 low-noise) as a refiner often further improves anatomy and fine details if the initial video isn’t too messy.
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### LightX2V LoRA
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- [wan2.2_t2v_lightx2v_4steps_lora_v1.1_high_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_t2v_lightx2v_4steps_lora_v1.1_high_noise.safetensors)
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- [wan2.2_t2v_lightx2v_4steps_lora_v1.1_low_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_t2v_lightx2v_4steps_lora_v1.1_low_noise.safetensors)
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### Text Encoders
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- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)
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### VAE
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- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)
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### Clip Vision
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- [clip_vision_h.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors)
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