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# Fine-tuning `ddpm-celebahq-256` with DDPO for increase faces of older people (i.e. OVER50 [`nateraw/vit-age-classifier`](https://huggingface.co/nateraw/vit-age-classifier))
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![](https://huggingface.co/alkzar90/ddpo-
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**DDPO Paper**: [Training Diffusion Models with Reinforcement Learning](https://arxiv.org/abs/2305.13301)
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# Fine-tuning `ddpm-celebahq-256` with DDPO for increase faces of older people (i.e. OVER50 [`nateraw/vit-age-classifier`](https://huggingface.co/nateraw/vit-age-classifier))
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![](https://huggingface.co/alkzar90/ddpo-over50-celebahq-256/resolve/main/images/over50_47.png)
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**DDPO Paper**: [Training Diffusion Models with Reinforcement Learning](https://arxiv.org/abs/2305.13301)
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