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  - stable diffusion
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  ---
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- # Kawai Diffusion (anime-base) v3.1 (≧∇≦)ノ
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  See more in CivitAI : https://civitai.com/models/21138/kawai-diffusion-sd15
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  ![](asset/preview.png)
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- ## What's new in Kawai v3.1:
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- - Inherit the best part of the deleted old Kawai v3.0 LTS version, add a little "grapefruit", avoid "grapefruit" too small. I don't want it to be deleted again because of the "airport". :v
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-
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- - Holy "kawaii desu~"
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  ## Introduction:
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  - It's an AI art model for converting text to images, images to images, inpainting, and outpainting using Stable Diffusion.
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  - You should use it as a supportive tool for creating works of art, and not rely on it completely.
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  - The Clip skip should be 2.
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- ## **Training**:
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- - **Data**: Created by another AI.
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- - **Schedule**: DDIM.
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- - **Optimizer**: AdamW.
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- - **Precision**: FP32.
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- - **Hardware**: Google Colaboratory Pro - NVIDIA A100 40GB VRAM, TESLA V100-SXM2 16GB.
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- ## **Model Unit Test:**
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- This is a program written by my friend to check model quality.
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- - Examiner: OpenAI ChatGPT-3.5-Turbo.
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- - Test: kawai-anime-sd.
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- - Schedule: DPM++ 2M Karras.
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- - Steps: 22.
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- - Guard: Guard Prompt 1.5.
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- - Test Report: [Here](https://civitai.com/gallery/299771?modelId=21138&modelVersionId=27219&infinite=false&returnUrl=%2Fmodels%2F21138%2Fkawai-diffusion-sd15).
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-
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  ## **Limitations:**
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  - The drawing is hard, not soft.
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  - Loss of detail, errors, bad human-like (six-fingered hand) details, deformation, blurring, and unclear images are inevitable.
 
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  - stable diffusion
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  ---
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+ # Kawai Diffusion v4-nightly (≧∇≦)ノ
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  See more in CivitAI : https://civitai.com/models/21138/kawai-diffusion-sd15
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  ![](asset/preview.png)
 
 
 
 
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  ## Introduction:
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  - It's an AI art model for converting text to images, images to images, inpainting, and outpainting using Stable Diffusion.
 
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  - You should use it as a supportive tool for creating works of art, and not rely on it completely.
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  - The Clip skip should be 2.
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  ## **Limitations:**
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  - The drawing is hard, not soft.
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  - Loss of detail, errors, bad human-like (six-fingered hand) details, deformation, blurring, and unclear images are inevitable.