13 Best Anime Stable Diffusion XL Model & Lora

Sujeet Kumar
11 Min Read

Step into a realm where technology and creativity converge seamlessly, as we delve into the world of the Best Anime SDXL Models. These cutting-edge creations, born from the synergy of AI ingenuity and anime artistry, redefine image synthesis. From captivating colors to intricate details, join us on a journey to discover the pinnacle of AI-generated anime visuals, where every line and shade tell a story of innovation and imagination.

Animagine XL 3.0

Animagine XL 3.0 - 13 Best Anime Stable Diffusion XL Model & Lora

Animagine XL 3.0 is a cutting-edge diffusion model tailored for crafting anime-style images with stunning detail and clarity. It’s the brainchild of developer Linaqruf and represents an evolution from the original Stable Diffusion XL 1.0 model, offering enhanced capabilities for anime enthusiasts and creators alike.

What Sets It Apart?

  • High-Resolution Output: The model is trained to generate images at a resolution of 1024×1024, ensuring each creation is sharp and vibrant.
  • Anime Focus: Animagine XL 3.0 specializes in anime imagery, utilizing Danbooru tags to fine-tune the generation process for authentic anime art.
  • Advanced Training: With over 27,000 global steps and a batch size of 16, the model’s diffusion process has been refined to produce unique and high-quality images.
  • Aspect Ratio Versatility: The model adapts to various aspect ratios, making it flexible for different image dimensions.


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The HimawariMix model is a cutting-edge stable diffusion model designed to excel in generating anime-style images, with a particular strength in creating flat anime visuals. What sets this model apart is its robust ability to express intricate backgrounds and details, achieving a unique blend by merging various models.

This specialization ensures that the anime artwork produced is not only high in quality but also rich in the characteristic nuances that anime enthusiasts love. Whether it’s the vibrant scenes or the meticulous attention to detail, HimawariMix stands out as a top-tier choice for creators looking for the best in anime-style image generation.


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The Blue_Pencil-XL model stands as a groundbreaking fusion of the most significant models in the realm of anime-style art generation. Its core strength lies in its exceptional proficiency in creating anime illustrations, honed to deliver the finest quality with an acute understanding of the anime aesthetic. This model is specifically optimized for anime, ensuring that each output faithfully represents the distinctive traits and vibrant essence that anime art is celebrated for. With Blue_Pencil-XL, aficionados and creators alike can expect unparalleled results that resonate with the authenticity and charm of traditional anime artwork.

Pastel Anime LoRA for SDXL (LORA)

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Pastel Anime LoRA for SDXL stands as a remarkable achievement in the realm of AI-driven image generation. This specialized Low-Rank Adaptation (LoRA) model has been meticulously honed using a learning rate of 1e-5 across 1300 global steps, employing a batch size of 24. Crafted from a curated dataset of top-tier anime-style images, it inherits its excellence from the renowned Animagine XL.

Unveiling a captivating world of pastel hues and anime aesthetics, this model brings forth high-resolution artistry that defies convention. It seamlessly integrates with the powerful Stable Diffusion XL, ushering in an era of artistic expression. Notably, this adaptation retains the support for Danbooru tags, facilitating the generation of images infused with personalized themes and narratives. Embrace the enchantment of Pastel Anime LoRA for SDXL, where imagination transcends boundaries.

Makoto Shinkai Style (LORA)

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Experience the essence of Makoto Shinkai’s captivating anime aesthetic with the Makoto Shinkai Style LoRA. This LoRA variant offers a breathtaking approximation of Shinkai’s signature style, focusing on the enchanting world of landscapes. Transport yourself into ethereal scenes reminiscent of “Your Name” and “Weathering With You.”

Crafted from a meticulous selection of imagery, this LoRA masterfully captures the intricate details and mesmerizing color palettes that define Shinkai’s universe. Dive into sweeping horizons, dynamic skies, and evocative natural backdrops that evoke the director’s renowned cinematic magic.

Please note that while this LoRA excels at landscapes, it might not be the best choice for character-centric compositions. Achieve stunning visuals that pay homage to Makoto Shinkai’s legacy, all within the realm of open-source AI artistry.

Enhance your artistic journey, and step into the world of Makoto Shinkai through the lens of AI creativity.

Character / Art Style (LORA)

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Experience the fusion of artistry and experimentation with the “Fashion Girl” LORA model. Crafted from an intimate dataset of approximately 100 fashion-forward images curated by zakp, this experimental LORA (Low-Rank Adaptations) model redefines character art style generation. Capturing the essence of personal aesthetics, “Fashion Girl” seamlessly marries the world of realism and anime charm.

Although trained on a compact dataset primarily composed of realistic and photorealistic images, the “Fashion Girl” model occasionally paints its output with anime-inspired strokes. To ensure the consistent regeneration of preview images with the same seed, remember to configure the ‘Stable Diffusion’ settings to ‘CPU’.

LineAniRedmond (LORA)

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LineAniRedmond (LORA): A remarkable Manga Lineart LORA model, meticulously fine-tuned on the foundation of SD XL 1.0. With an exceptional ability to craft captivating Manga Lineart styles, LORA proves its versatility by seamlessly adapting to various artistic preferences. Whether you’re inclined towards intricate detailing, minimalist designs, vivid colors, or classic black and white, LORA faithfully responds to your creative cues. Utilize the designated tag “LineAniAF” to harness its prowess.

While LORA’s prowess is undeniable, it’s worth noting that like any evolving technology, it occasionally thrives through multiple generations to deliver optimal image outcomes. Elevate your anime-inspired creations with LineAniRedmond, an embodiment of AI ingenuity.

xl_more_art-full / Enhancer (LORA)

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Elevate your anime image generation experience with the xl_more_art-full Enhancer LORA. Designed to infuse your creations with creativity, aesthetics, and intricate detailing, this LORA brings a new level of visual refinement. With a recommended weight of 0.7 for configurations on or above scale 7, and ranging from 0.8 to 1.0 for scale 5.5 to 7.0, this enhancer opens avenues for stunning artistic transformations. Even for subtle alterations, a weight of 0.1 to 0.3 introduces delicate nuances. Embrace the power of xl_more_art-full Enhancer LORA to craft anime images that captivate and inspire.

nijiFlat (Checkpoint)

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The NijiFlat SDXL model is an exceptional creation tailored for anime enthusiasts seeking a distinct visual experience. Trained meticulously on hand-picked NijiJourney Expressive style, this model excels in producing images with a unique “flat” and drawing-like aesthetic that pays homage to traditional art forms. One of the standout features is its utilization of an external tagger for captions, allowing users to input anime-related tags for optimal results. With a dedicated focus on anime art, NijiFlat introduces a fresh perspective to the world of image generation.


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This is a fine-tuned version of the Stable Diffusion (SD) model that is specifically designed for creating anime images. It is capable of generating any anime style image, including NSFW images. It is a powerful and versatile model that can be used to create a wide variety of anime images.

Anime Art Diffusion XL

- 13 Best Anime Stable Diffusion XL Model & Lora

Anime Art Diffusion XL (Checkpoint) is a powerful AI model that can create anime images from textual instructions. It is based on the Stable Diffusion XL model, which is one of the most advanced AI image generation models available. Anime Art Diffusion XL has been trained on a large dataset of anime images from multiple famous artists, and it can generate images that are very realistic and detailed. It is also open source, so anyone can use it to create their own anime images.

Animagine XL

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Meet Animagine XL, the epitome of anime artistry in the AI realm. Renowned as the ultimate in anime models, Animagine XL takes image synthesis to breathtaking heights. Crafted through meticulous fine-tuning, it boasts unparalleled visual appeal, producing high-resolution, anime-style images that astound the senses. With a learning rate of 4e-7 and 27000 global steps, each creation is a masterpiece. Derived from the esteemed Stable Diffusion XL 1.0


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In the realm of anime-inspired AI models, the Stable Diffusion XL Anime variant stands out as a kaleidoscope of vibrant hues and captivating visuals. This model, lovingly referred to as SDXL-Anime, embraces a rich palette that infuses each image with an explosion of colors. Crafted as an XL model for seamlessly replacing the previous NAI standard, it’s an embodiment of technological advancement. Astonishingly, the fine-tuning process takes merely an hour with 12GB, ushering in efficiency without compromising quality.

Notably, the dataset employed is entirely self-sufficient, eliminating the need for external data sources. This self-contained approach draws from the foundational SDXL-base-1.0.

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SK, an ardent writer whose creativity knows no bounds. With a profound love for anime, a fascination for the world of VFX, and an insatiable appetite for innovative storytelling, SK embarks on a journey where art and artificial intelligence converge to bring captivating narratives to life.