■This is an experimental ground for Anima LoRAs.The LoRAs I create serve more of a role in stylistic tuning rather than reinforcing single concepts.There is no inherent superiority among the LoRAs; they simply serve different purposes. You can find the description for each LoRA in its respective tab.■I would like to share the possibilities of anima with everyone.My wish is for many people to discover basemodels with potential and to see their possibilities unfold even further. I would be happy if I can help make that happen.■The anima architecture has been heavily modified and retrained from scratch—almost like a radical overhaul—but the base architecture is Cosmos-Predict2-2B. To put it simply, you could compare it to a lightweight version of Flux 1.I think it’s a great architecture capable of generating high-quality images despite its small size.I have a very good impression of Anima when it comes to color vibrancy, lighting, and prompt adherence.Its knowledge regarding NSFW concepts, characters, and styles is at least on par with SDXL. The overall feel of using it is also quite similar to SDXL.Furthermore, it is lightweight and easy to train. I believe large-scale training is also a viable option.Since we are provided with a base model that already contains a vast amount of knowledge, we rarely need to teach the model completely unknown concepts from scratch.Basically, our work mostly comes down to adjusting styles or reinforcing minor concepts and characters. You can achieve great results without having to do any heavy lifting.The developer has also ensured transparency by sharing the training settings, which means you are less likely to stumble over black-box issues.Because of this, the burden of training is low, making it an option well worth nurturing together as a community.■The LoRA has a stronger influence when used with shorter prompts.Since longer prompts often carry their own inherent style, the LoRA will primarily take on a supporting role to refine and unify the overall image.■<a target="_blank" rel="ugc" href="https://github.com/gazingstars123/Anima-Standalone-Trainer">https://github.com/gazingstars123/Anima-Standalone-Trainer</a>This is a great tool that allows for easy training, even on Windows. It has everything you need for LoRA training.Even if you run into any issues, you should be able to get your LoRA training up and running by troubleshooting with ChatGPT or Gemini.If you find the tool useful, you might want to consider making a donation to him. It allows the developer to focus more on development and deliver even better tools, which ultimately benefits you in the long run.■If you have any questions, please feel free to ask!日本語での質問も大丈夫ですのでご気軽にお声がけください～

anima_lora_lab

This is a style LoRA based on the anime masterpiece, Vampire Hunter D: Bloodlust.It faithfully reproduces the incredibly delicate, artwork-like character designs and the meticulously detailed background art of the film.I trained this LoRA on a carefully selected dataset of 1,000 images.Why This creat LoRA?There are very few works that share a similar aesthetic to this standalone masterpiece, and even today, few can match its sheer visual density. Because of this uniqueness, I believed a dedicated style LoRA focused entirely on this single work was well worth creating.About the Files &amp; BackupsTo stabilize the style, this main LoRA is a merge of several different training steps.I am also sharing the unmerged backup LoRAs that were used as ingredients for this merge. Included in these files is a version trained all the way up to 3000 steps, so I highly recommend experimenting with them to find the exact strength and look you prefer.A Personal Note on the AnimeMadhouse's productions in the late 1990s represented the absolute pinnacle of cel animation, and among them, Vampire Hunter D: Bloodlust is a standout achievement. If you have never watched it, it is absolutely worth experiencing at least once.

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