Stable Diffusion

ONE FOR ALL «2.5D» W/ Illustrious 1.0 + DPO V. 3 DPO+VAE

model_id: one-for-all-2-5d-w-illustrious-1-0-dpo-v-3-dpo-vae

<p><strong>Thank you very much for using the ONE FOR ALL series!!</strong></p><p>This version 3 is the result of a lot of training and testing. I take pride in saying that this is the definitive version in the SD 1.5 model. It's worth mentioning that despite using a proprietary training model as a base, this version incorporates other trained models. Therefore, it classifies as a Merge rather than a Fully Trained model.</p><p>In this version, a revolutionary training system called <strong>DPO</strong> - Diffusion-DPO has been included. It is adapted from the recently developed<strong> Direct Preference Optimization</strong> (DPO), a simpler alternative to RLHF that directly optimizes a policy based on human preferences under a classification objective.</p><p>What does it do? The trained DPO models have been observed to produce higher quality images than their untuned counterparts, with a significant emphasis on the model's adherence to your prompt. This model can bring a better prompt adherence than other fine-tuned Stable Diffusion models.</p><p>More information: <a target="_blank" rel="ugc" href="https://arxiv.org/pdf/2311.12908.pdf">2311.12908.pdf (</a><a target="_blank" rel="ugc" href="http://arxiv.org">arxiv.org</a><a target="_blank" rel="ugc" href="https://arxiv.org/pdf/2311.12908.pdf">)</a></p><p>In addition to the innovative DPO system, this version also features:</p><ul><li><p>Sharper eyes using proportional scaling with symmetry-trained images;</p></li><li><p>Ethnic training. I was always tired of seeing the same Asian face, so with that in mind, I included non-Asian images in the training. But there was still a need for greater diversity and a more cosmopolitan sense of inclusion. This led me to insert over a thousand images with a more extensive range of ethnicities;</p></li><li><p>There was a dynamic increase in details, so it's important to be careful when using LoRAs that enhance details. In the case of saturation, I recommend using LoRAs with negative values;</p></li><li><p>In this version, I included dozens of quadratic meta-model AI diagrams. This training will provide a greater sense of Ray Tracing for those who like images with brightness and flares. You'll hardly find a similar model; MidJourney, watch out, lol;</p></li><li><p>The entire training was done with high-definition images, at least 16 bits, and a resolution of 720p and above. This ensures a greater sense of authentic lighting and intricate textures;</p></li><li><p>During the training, there was an enhancement of the color performance of the screen and an increase in saturation compared to previous versions. Brighter colors will be easily obtained;</p></li><li><p>Hands! It's still challenging to work with hands. However, during training, (EnvyBetterHands LoCon) was used with smaller weights within the training parameters. This should help achieve better overall results;</p></li><li><p>Last but not least, training with NSFW was conducted, aiming for greater variety and quality in generations.</p></li></ul><p>I'm very grateful to the authors of the Checkpoints and LoRAs used in the ONE FOR ALL series and I recommend everyone to visit them and appreciate their work:</p><ul><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/_Envy_"><em>Envy</em> Creator Profile | Civitai</a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/53rt5355iz">53rt5355iz Creator Profile | Civitai</a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/7whitefire7">7whitefire7 Creator Profile | Civitai</a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/Aitasai">Aitasai Creator Profile | Civitai</a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/AnonymousM">AnonymousM Creator Profile | Civitai</a></p></li><li><p><a 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href="https://civitai.com/user/J0ntoth">J0ntoth</a></p></li></ul><p>Special Thanks to my amazing followers:</p><ul><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/zendashi528"><strong>zendashi528</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/biscuithead"><strong>biscuithead</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/nirahan"><strong>nirahan</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/mik_krya"><strong>mik_krya</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/mow"><strong>mow</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/hobbylife"><strong>hobbylife</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/Houn"><strong>Houn</strong></a></p></li><li><p><a target="_blank" rel="ugc" 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href="https://civitai.com/user/v72d"><strong>v72d</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/27braced685"><strong>27braced685</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/xahofe4433360"><strong>xahofe4433360</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/J0ntoth"><strong>J0ntoth</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/Sicafoose"><strong>Sicafoose</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/gggituki657"><strong>gggituki657</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/dominator2"><strong>dominator2</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/tamarawolfgirl133"><strong>tamarawolfgirl133</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/sloumok2311"><strong>sloumok2311</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/dametdame"><strong>dametdame</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/tiantangxiaochu622"><strong>tiantangxiaochu622</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/waywardspooky"><strong>waywardspooky</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/hero2002yaya0224"><strong>hero2002yaya0224</strong></a></p></li><li><p><a target="_blank" rel="ugc" href="https://civitai.com/user/alejo95gamer849"><strong>alejo95gamer849</strong></a></p></li></ul><p><strong><em>AND YOU WHO IS AMAZING TO READ SO FAR HERE!! WOW!! </em>😱🤩💓</strong></p><p><strong><em>YOU ARE REALLY AMAZING!! THANK YOU VERY MUCH!! </em>🥰🥰🥰</strong></p>