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140737/1041855/albedobaseXL_v31Large.civitai.info

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+{
+  "id": 1041855,
+  "modelId": 140737,
+  "name": "v3.1-Large",
+  "createdAt": "2024-11-08T23:07:37.254Z",
+  "updatedAt": "2025-02-14T21:43:19.466Z",
+  "status": "Published",
+  "publishedAt": "2024-11-11T23:54:07.538Z",
+  "trainedWords": [],
+  "trainingStatus": null,
+  "trainingDetails": null,
+  "baseModel": "SDXL 1.0",
+  "baseModelType": "Standard",
+  "earlyAccessEndsAt": null,
+  "earlyAccessConfig": {
+    "timeframe": 0,
+    "donationGoal": 999999,
+    "downloadPrice": 800,
+    "donationGoalId": 3548,
+    "chargeForDownload": true,
+    "originalTimeframe": "3",
+    "chargeForGeneration": false,
+    "donationGoalEnabled": true,
+    "originalPublishedAt": "2024-11-08T23:53:14.584",
+    "generationTrialLimit": 10
+  },
+  "description": "\u2022 Merged over 50 selected latest versions of SDXL models using the recursive script employed in \bV3.",
+  "uploadType": "Created",
+  "usageControl": "Download",
+  "air": "urn:air:sdxl:checkpoint:civitai:140737@1041855",
+  "stats": {
+    "downloadCount": 14054,
+    "ratingCount": 0,
+    "rating": 0,
+    "thumbsUpCount": 1328
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+  "model": {
+    "name": "AlbedoBase XL",
+    "type": "Checkpoint",
+    "nsfw": false,
+    "poi": false,
+    "description": "<p></p><hr /><p></p><p>If you've found value in the model, please consider offering your support. Your contribution will be devoted entirely to advancing the SDXL community.</p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://discord.gg/ky6XF845aF\"><span style=\"color:rgb(0, 0, 0)\">\ud83d\ude4b\ud83c\udffc\u200d\u2642\ufe0f </span><strong>join us (</strong>discord<strong>)</strong></a><strong> \u3164</strong>|\u3164 <a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/albedobond/shop\"><strong>\ud83d\uded2 purchase</strong></a>\u3164 |\u3164 <a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/albedobond\"><strong>\ud83c\udf31 donate</strong></a></p><p></p><hr /><p></p><h1 id=\"albedobase-xl-(sfwandnsfw)-db8756z8f\"><strong>AlbedoBase XL </strong>(SFW&amp;NSFW)</h1><p></p><p>The refiner is unnecessary, and VAE is included.</p><p></p><hr /><p></p><h2 id=\"goal-d0fjx2ns6\"><strong>GOAL</strong></h2><p>Stable Diffusion XL has 3.5 billion parameters (excluding the Refiner), which is about 3.6 times more than the SD v1.5 version. I believe that this is not just a number, but a number that can lead to a significant improvement in performance.</p><p>It has been a while since we realized that the overall performance of SD v1.5 has improved beyond imagination thanks to the explosive contributions of our community. Therefore, I am working on completing this AlbedoBase XL model in order to optimally reproduce the performance improvement that occurred in v1.5 in this XL version as well.</p><p>My goal is to directly test the performance of all Checkpoints and LoRAs that are publicly uploaded to Civitai, and merge only the resources that are judged to be optimal after passing through several filters. This will surpass the performance of image-generating AI of companies such as Midjourney.</p><p>As of now, AlbedoBase XL v3.1 Large has <strong>merged about 200 selected checkpoints and 251 LoRAs.</strong></p><p></p><hr /><p></p><h2 id=\"log-czkyyad41\"><strong>LOG</strong></h2><p></p><p><strong><em>v3.1-Large</em></strong></p><p></p><p>\u2022 Merged over 50 selected latest versions of SDXL models using the recursive script employed in V3.</p><p></p><p>The spec grid(370.7 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/ce4c3debb7\"><strong>download</strong></a></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c5152ceb-f92b-4658-af94-6203963670ad/width=525/c5152ceb-f92b-4658-af94-6203963670ad.jpeg\" /><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/066b371f-b8fa-4e00-b140-727bba72be74/width=525/066b371f-b8fa-4e00-b140-727bba72be74.jpeg\" /></p><p></p><p></p><hr /><p></p><p></p><p><strong><em>v3-mini</em></strong></p><p></p><p>I sincerely apologize for keeping you waiting for such a long time.</p><p></p><p>I\u2019ve been dealing with some personal matters, and while working on the new version, I also faced health issues. Even as I write this, I am still struggling with these challenges.</p><p>I felt it wouldn\u2019t be enough to just provide a brief update, so I kindly ask for your understanding as I share this more detailed message.</p><p></p><p>Since the release of version 2.0, I have been dedicating myself to studying deep learning independently. I don\u2019t have a formal degree, and apart from a modest aptitude for programming, only my background is in the arts. As a result, I lack the mathematical and scientific foundation to achieve significant breakthroughs, given the time and effort I\u2019ve invested. Despite this, the experience of immersing myself in this self-directed study and research has been an invaluable treasure in my life.</p><p></p><p>Recently, I stumbled upon an idea that could potentially be a significant breakthrough. After reworking hundreds of formulas and methods since version 2.0, I managed to develop a rather intriguing and successful algorithm. The model merging process was based on SDXL1.0 and SD1.5, along with other carefully curated models. These were categorized into five primary classifications: \u201cANIME,\u201d \u201cREALISM,\u201d \u201cARTISTIC,\u201d \u201cNSFW,\u201d and \u201cBASE,\u201d and fed into the merging algorithm as datasets. This approach has resulted in some fascinating outcomes.</p><p></p><p>However, as challenging as the algorithm development was, nothing has been as daunting as the performance testing phase. My physical and mental health deteriorated significantly during this period, to the point where I realized I couldn\u2019t continue this work on my own. This is what ultimately led me to decide to release this version.</p><p></p><p>And now, I am thrilled to announce the release of the much-anticipated AlbedoBaseXL V3 Mini version. While this model is a smaller-scale merge, it is not limited to any specific area and performs remarkably well across various domains. It has the potential to serve as a new base model for SDXL1.0. (For reference, my merging algorithm is not a \u201clinear merging,\u201d so it can essentially be considered a new fine-tuned model.)</p><p></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ec155823-5eec-4898-a606-77e0f53c97e5/width=525/ec155823-5eec-4898-a606-77e0f53c97e5.jpeg\" /></p><p>This model, along with the existing AlbedoBase models, is versatile and surpasses all previous versions in every aspect. (The NSFW content, while not extreme, offers a broader range of expression compared to previous versions like v2.1. A dedicated NSFW merging model will be released in the future.)</p><p></p><p>On another note, I\u2019ve noticed that many shared models have recently begun to adopt licenses that prohibit merging or external commercialization. This has been a disappointment, as it has prevented me from using some truly excellent models for merging.</p><p></p><p>I would like to express my heartfelt gratitude to the model developers who have provided free licenses, allowing their high-quality models\u2014products of considerable time and effort\u2014to be used for merging.</p><p></p><p>I\u2019ll be back soon.</p><p></p><p>I eagerly look forward to your performance tests across a wide range of areas, including ANIME, REALISM, ARTISTIC, 2.5D, 3D, and NSFW.</p><p></p><p>As model developers, we only plant the seeds. It is ultimately you, the model users and artists, who cultivate them and bring forth the flowers and fruits.</p><p></p><p>Thank you, as always.</p><p></p><hr /><p></p><p>For those who wish to support my work with a small financial contribution, please consider using the links below. I am currently unable to secure employment and face an uncertain future regarding my livelihood.</p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/albedobond\"><strong>\ud83c\udf31 donate</strong></a></p><p></p><p></p><p>The spec grid(380.5 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/03f4190ac6\"><strong>download</strong></a></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9f31b7c5-d4a5-418c-8391-154f8376df98/width=525/9f31b7c5-d4a5-418c-8391-154f8376df98.jpeg\" /><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7ebb29bb-51e2-43b5-9c0a-bf65815c9b8a/width=525/7ebb29bb-51e2-43b5-9c0a-bf65815c9b8a.jpeg\" /></p><p></p><hr /><p></p><p></p><p><strong><em>v2.1</em></strong><br /><span style=\"color:rgb(193, 194, 197)\">Re-merge and adjust v0.1 to 2.0 using new merging algorithm and formula.</span></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/bb2ff34b-bf8b-4b6b-9259-4aa514fc47c6/width=525/bb2ff34b-bf8b-4b6b-9259-4aa514fc47c6.jpeg\" /></p><p></p><p>The spec grid(424.5 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/825348e8ae\"><strong>download</strong></a></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0284e5d2-168b-4208-a110-fb26c1c1ec2d/width=525/0284e5d2-168b-4208-a110-fb26c1c1ec2d.jpeg\" /></p><p></p><p></p><p><strong><em>v2.0</em></strong></p><p>I'd like to thank everyone who helped me on the <a target=\"_blank\" rel=\"ugc\" href=\"https://civitai.com/models/232370/albedobase-xl-pre\">AlbedoBase XL Pre</a> side. Without you guys, the release date would probably have been much later. Thank you so much!</p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/af332b56-2bc1-4b43-968c-160a8e800b1d/width=525/af332b56-2bc1-4b43-968c-160a8e800b1d.jpeg\" /></p><ul><li><p><span style=\"color:rgb(193, 194, 197)\">I have written a custom script to converge the existing AlbedoBase XL models into one. Intricately aligning the row and column weights of all U-NET and CLIP blocks according to a unique formula of mine.</span></p></li><li><p>If you encounter a bug in image generation (if nothing is generated), please switch to CLIP SKIP 2 or modify the prompt slightly! There may be combinations of prompts that CLIP does not recognize. In that case, you can change the order of words, use different words, or, most simply, change the CLIP SKIP. \bI will gradually work on resolving these issues in the future like v1.3.</p></li></ul><p></p><p>The spec grid(403.5 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/a8574af9a1\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v1.3</em></strong></p><ul><li><p>In order to illustrate the quality associated with the model's randomness, I standardized the seed value at '<em>9</em>' for all showcase images intended for sampling and proceeded with their immediate generation.</p></li><li><p>Especially with this version, due to the significant impact of negative prompts, leaving the <strong>negative prompt field empty</strong> is likely to produce the <strong>nice quality</strong>.</p></li></ul><p></p><p>The spec grid(438.7 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/46ccd4c613\"><strong>download</strong></a></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ddd3697b-fcbd-41c4-a20d-6e0fd5fa8ebd/width=525/ddd3697b-fcbd-41c4-a20d-6e0fd5fa8ebd.jpeg\" /></p><p></p><ul><li><p>As you can see, as the number of <strong>Steps increases</strong>, it becomes <strong>available for all samplers</strong>, and the quality also improves.</p></li><li><p>Due to the effect of the LoRA I developed and merged, as described below, <strong>using sentence-form prompts</strong> rather than tag (a list of words) prompts is directly related to improving quality.</p></li></ul><ul><li><p>I <strong>merged 45 checkpoints and 7 LoRAs</strong>. After that, I merged AlbedoBase v0.4 and v0.3 in order, less than 0~5%, to reawaken the diluted merged models that had become outdated.\u00a0</p></li><li><p>Among the 7 LoRAs, one is created by me. It involves analyzing and annotating captions for a total of 174<strong> </strong>high-quality pictorial photos<strong> using GPT4-V</strong>. Merging this LoRA resulted in astonishingly clear images and an impressively excellent understanding of prompts.</p></li></ul><p></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/bfe7d9ae-d9e4-434e-978f-73706b86e71e/width=525/bfe7d9ae-d9e4-434e-978f-73706b86e71e.jpeg\" /></p><p></p><ul><li><p>My <strong>self-created LoRAs</strong> are exclusively <a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/1de5d861c7\"><strong>available</strong></a> for purchase to my Ko-fi supporters at the Creative level or higher.</p></li></ul><p></p><p><strong><em><br />v1.2</em></strong></p><ul><li><p>Merged the 22 latest checkpoints.</p></li></ul><p>The spec grid(565.6 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/0c931fc721\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v1.1</em></strong></p><ul><li><p>Stabilized.</p></li><li><p>More detailed.</p></li><li><p>If you think you are an advanced user, I recommend version 1.0. If version 1.0 finds the right settings, it can output much more vivid works.</p></li></ul><p></p><p>The spec grid(349.7 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/40fbaf8dda\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v1.0</em></strong></p><ul><li><p><em>Merged 106 LoRAs.</em></p></li><li><p><em>Merged 19 Checkpoints.</em></p></li></ul><ol><li><p>The model can produce different results depending on the settings you choose, so it's important to <strong>check the </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/31278e4e23\"><strong>spec grid</strong></a><strong> before using it</strong>.</p><ul><li><p><em>I have found that using a few specific negative prompts can help to resolve the issue of asymmetrical eyes or pixelated images. The Spec Grid may vary depending on your CPU or GPU device, so please use it as a general reference. Experiment with a few negative prompts to improve the quality(ex; strabismus). I found that it is difficult to satisfy all settings equally as the number of merged LoRA increases. However, I would like you to focus on this advantage in version 1.0, as it can produce works of amazing quality in various aspects with the right settings. I will be back with a more stable version in the future.</em></p><p></p></li></ul></li><li><p>You can find useful setting values in the showcase or by searching for others.</p></li><li><p>As always, it's best to leave the <strong>negative prompt blank for the best results</strong>.</p></li><li><p>This v1.0 was a lot of work, so I'm taking a break for a bit. I hope you'll enjoy using the model, and if you merge it, please share it in Civitai for free. That way, we can all keep improving it.</p></li></ol><p></p><p>The spec grid(479.4 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/31278e4e23\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v0.4</em></strong></p><ul><li><p><em>Merged 132 LoRAs.</em></p></li><li><p><em>Merged 4 Checkpoints.</em></p></li></ul><p></p><p>The spec grid<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/7ae29c7676\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v0.3</em></strong></p><ul><li><p>Improved in all of the samplers.</p></li><li><p>Achieved lifelike realism.</p></li><li><p>Stabilized.</p><p></p></li></ul><p>The spec grid:<strong> </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/d3a0923236\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v0.2</em></strong></p><ul><li><p>Significant improvements in clarity and detailing.</p></li><li><p>Improved hand and foot implementation.</p></li><li><p>Major aesthetic improvements; composition, abstraction, flow, light and color, etc.</p></li></ul><p></p><p></p><p><strong><em>v0.1</em></strong></p><ul><li><p><span style=\"color:rgb(209, 213, 219)\">After appropriate </span><strong><span style=\"color:rgb(209, 213, 219)\">fine-tuning on the SDXL1.0 model</span></strong><span style=\"color:rgb(209, 213, 219)\">, meticulously and purposefully </span><strong><span style=\"color:rgb(209, 213, 219)\">merge over 40+ high-quality models</span></strong><span style=\"color:rgb(209, 213, 219)\"> publicly available on Civitai.</span></p></li><li><p><span style=\"color:rgb(209, 213, 219)\">Testing has primarily focused on ensuring maximum quality with the minimum number of prompt tokens, and it has not been confirmed how much the quality can improve when using a large number of tokens. (Please conduct your own tests and share the results)</span></p></li><li><p><span style=\"color:rgb(209, 213, 219)\">Typically, the most beautiful results are achieved at the midpoint between reality and animation.</span></p></li><li><p><span style=\"color:rgb(209, 213, 219)\">Nevertheless, when using an appropriate prompt, there is generally nothing it cannot express. (I assert that it possesses abundant value as a foundational model that surpasses others in merging. However, please keep in mind that this is currently v0.1)</span></p></li></ul><p></p><hr />",
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+        "prompt": "(masterpiece, best quality, score_9, score_8_up, ultra high resolution photo, girl has beautiful hand model hands:1.1),\nA breathtakingly beautiful young woman gracefully floats alone before a colossal space station window, captured with unparalleled photographic realism using professional medium format precision. Her visage, embodying flawless symmetry and timeless elegance, exudes raw emotional vulnerability as perfectly crystalline tears drift weightlessly before her expressive eyes. These eyes, deep pools of unspoken longing, fixate intensely on Earth, a vivid blue orb suspended within the star-strewn cosmos beyond the transparent barrier, conveying profound inner turmoil. Her exquisitely pale hands press gently yet deliberately against the immaculate glass, fingers arranged in an eloquent, meticulously crafted gesture of yearning and connection. Silky hair flows effortlessly in zero gravity, framing her impeccable features with graceful precision. Cinematic lighting harmoniously blends Earth's ambient azure radiance with the subtle shimmer of distant starlight, meticulously sculpting every nuance of her serene yet troubled expression. The stark contrast between the cold, intricate mechanical surroundings and her warm, human presence amplifies the emotional resonance, while flawless photographic technique captures each minute detail with stunning lifelike clarity, from the delicate tremor in her softly parted lips to the intricate interplay of light across the suspended teardrops. Every element is meticulously refined, embodying the essence of craftsmanship through mathematical precision and artistic excellence. This portrait transcends digital artifice, achieving pure photographic authenticity and immortalizing a singular moment where intimate human emotion meets the vast, serene solitude of the cosmos. (hand model hands:1.25)",
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+        "negativePrompt": "(worst quality, normal quality, score_3, score_4, photorealistic, cg, game), watermark, text, cartoonish, amateur oil painting style, bland colors, static pose, symmetrical composition, cute elements, bright lighting",
+        "sag_blur_sigma": "1"
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+      "onSite": false,
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+      "username": "albedobond"
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+        "steps": 24,
+        "prompt": "(incredibly ultra lifelike, perfect professional precise, masterpiece, best quality extremely intricate detailed, extremely beautiful, light and shadow, amazing photo:1.1),\nAn intensely detailed macro photograph captures the mesmerizing face of a crow in crystalline clarity. The bird's eye is the central focus, reflecting a miniature sunset landscape complete with ocean and distant islands, rendered with photographic precision. Every feather is captured in extraordinary detail, showing the iridescent blacks and subtle color variations in the plumage. The crow's gaze is direct and penetrating, suggesting ancient wisdom and intelligence. Golden hour lighting bathes the scene, creating a warm glow that highlights the intricate texture of feathers while maintaining deep, rich shadows. (Bokeh effect, feather detail, eye reflection, perfect focus:1.2)",
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+        "freeu_s1": "0.9",
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+        "sag_scale": "0.25",
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+      "hasPositivePrompt": true,
+      "onSite": false,
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+      "username": "albedobond"
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+      "minor": false,
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+        "steps": 24,
+        "prompt": "(incredibly ultra lifelike, perfect professional precise, masterpiece, best quality extremely intricate detailed, extremely beautiful, light and shadow, amazing illust:1.1),\nA breathtaking full-body portrait of a woman embodying nature's elements, rendered with extraordinary detail. Her hair flows like autumn leaves with shimmering gold and amber tones, while her skin seamlessly integrates earth textures with emerging moss and tiny sprouts. Delicate vines form her limbs, adorned with meticulously detailed flowers and crystalline dewdrops. Shimmering water veins course through her form like living streams, catching and reflecting light. Her eyes hold the depth of the sky, complete with drifting clouds and atmospheric effects. The entire figure radiates organic vitality, with every element - from the smallest leaf to the most intricate water pattern - rendered in perfect detail. (Natural movement, elemental fusion, organic textures:1.2)",
+        "Version": "f2.0.1v1.10.1-1.10.1",
+        "sampler": "DPM++ 2M SDE Heun",
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+        "freeu_enabled": "True",
+        "sag_threshold": "0.5",
+        "negativePrompt": "(worst quality, normal quality, score_3, score_4, low resolution details, bokeh:1.2)",
+        "sag_blur_sigma": "1"
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+      "hasPositivePrompt": true,
+      "onSite": false,
+      "remixOfId": null,
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+      "username": "albedobond"
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+        "steps": 24,
+        "prompt": "(incredibly ultra lifelike, perfect professional precise, masterpiece, best quality extremely intricate detailed, extremely beautiful, light and shadow, amazing photo:1.1),\nA stunning still life photograph centers on a perfectly transparent crystal apple containing a dramatic miniature seascape in incredible detail. The apple's surface is flawlessly clear, acting as a pristine lens to the turbulent scene within. Inside, a precisely rendered storm rages, powerful waves crash with white foam, (lightning crackles through dark clouds, and wind patterns create visible currents in the water:1.1). The apple sits against a minimal, studio-lit background that emphasizes its extraordinary contents. Professional lighting brings out both the glass-like quality of the apple's surface and the dynamic drama of the internal storm. (dynamic dark clouds and lightning inside apple:1.4)",
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+        "sag_threshold": "0.5",
+        "negativePrompt": "(worst quality, normal quality, score_3, score_4, low resolution details, bokeh, out of focus, cg, illust, painting:1.2)",
+        "sag_blur_sigma": "1"
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+      "meta": {
+        "Size": "1216x832",
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+        "Model": "albedobaseXL_v31Large",
+        "steps": 72,
+        "prompt": "(incredibly ultra lifelike, perfect professional precise, masterpiece, best quality extremely intricate detailed, extremely beautiful, light and shadow, amazing photo:1.1),\nVisualize a captivating long shot of an elegantly poised woman, extremely detailed face, fully immersed in observing a surreal Salvador Dal\u00ed masterpiece in a dimly lit art studio. The studio, a haven of artistic endeavor, is filled with an eclectic collection of paintings, each whispering tales of dreams and illusions. A skylight above bathes the room in a soft, natural glow, contrasting with the vibrant neon light that casts an ethereal ambiance across the space. The woman, dressed in attire that speaks of refined taste, stands in full view, her silhouette gracefully outlined by the interplay of the neon and natural light. This scene, captured with the technical prowess of a Canon 5D Mark IV, resonates with the rich, vivid colors and fine grain texture of Kodak Ektar film, rendering every detail in stunning clarity and depth. (Studio detail, atmospheric lighting, facial expression:1.2)",
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+        "sampler": "DPM++ 2M SDE Heun",
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+        "sag_scale": "0.25",
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+      "onSite": false,
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+      "username": "albedobond"
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+      "username": "albedobond"
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+{
+  "id": 329420,
+  "modelId": 140737,
+  "name": "v2.1",
+  "createdAt": "2024-02-05T03:47:20.888Z",
+  "updatedAt": "2025-02-14T21:43:19.466Z",
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+  "description": "Re-merge and adjust v0.1 to 2.0 using new merging algorithm and formula.",
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+    "name": "AlbedoBase XL",
+    "type": "Checkpoint",
+    "nsfw": false,
+    "poi": false,
+    "description": "<p></p><hr /><p></p><p>If you've found value in the model, please consider offering your support. Your contribution will be devoted entirely to advancing the SDXL community.</p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://discord.gg/ky6XF845aF\"><span style=\"color:rgb(0, 0, 0)\">\ud83d\ude4b\ud83c\udffc\u200d\u2642\ufe0f </span><strong>join us (</strong>discord<strong>)</strong></a><strong> \u3164</strong>|\u3164 <a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/albedobond/shop\"><strong>\ud83d\uded2 purchase</strong></a>\u3164 |\u3164 <a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/albedobond\"><strong>\ud83c\udf31 donate</strong></a></p><p></p><hr /><p></p><h1 id=\"albedobase-xl-(sfwandnsfw)-db8756z8f\"><strong>AlbedoBase XL </strong>(SFW&amp;NSFW)</h1><p></p><p>The refiner is unnecessary, and VAE is included.</p><p></p><hr /><p></p><h2 id=\"goal-d0fjx2ns6\"><strong>GOAL</strong></h2><p>Stable Diffusion XL has 3.5 billion parameters (excluding the Refiner), which is about 3.6 times more than the SD v1.5 version. I believe that this is not just a number, but a number that can lead to a significant improvement in performance.</p><p>It has been a while since we realized that the overall performance of SD v1.5 has improved beyond imagination thanks to the explosive contributions of our community. Therefore, I am working on completing this AlbedoBase XL model in order to optimally reproduce the performance improvement that occurred in v1.5 in this XL version as well.</p><p>My goal is to directly test the performance of all Checkpoints and LoRAs that are publicly uploaded to Civitai, and merge only the resources that are judged to be optimal after passing through several filters. This will surpass the performance of image-generating AI of companies such as Midjourney.</p><p>As of now, AlbedoBase XL v3.1 Large has <strong>merged about 200 selected checkpoints and 251 LoRAs.</strong></p><p></p><hr /><p></p><h2 id=\"log-czkyyad41\"><strong>LOG</strong></h2><p></p><p><strong><em>v3.1-Large</em></strong></p><p></p><p>\u2022 Merged over 50 selected latest versions of SDXL models using the recursive script employed in V3.</p><p></p><p>The spec grid(370.7 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/ce4c3debb7\"><strong>download</strong></a></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c5152ceb-f92b-4658-af94-6203963670ad/width=525/c5152ceb-f92b-4658-af94-6203963670ad.jpeg\" /><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/066b371f-b8fa-4e00-b140-727bba72be74/width=525/066b371f-b8fa-4e00-b140-727bba72be74.jpeg\" /></p><p></p><p></p><hr /><p></p><p></p><p><strong><em>v3-mini</em></strong></p><p></p><p>I sincerely apologize for keeping you waiting for such a long time.</p><p></p><p>I\u2019ve been dealing with some personal matters, and while working on the new version, I also faced health issues. Even as I write this, I am still struggling with these challenges.</p><p>I felt it wouldn\u2019t be enough to just provide a brief update, so I kindly ask for your understanding as I share this more detailed message.</p><p></p><p>Since the release of version 2.0, I have been dedicating myself to studying deep learning independently. I don\u2019t have a formal degree, and apart from a modest aptitude for programming, only my background is in the arts. As a result, I lack the mathematical and scientific foundation to achieve significant breakthroughs, given the time and effort I\u2019ve invested. Despite this, the experience of immersing myself in this self-directed study and research has been an invaluable treasure in my life.</p><p></p><p>Recently, I stumbled upon an idea that could potentially be a significant breakthrough. After reworking hundreds of formulas and methods since version 2.0, I managed to develop a rather intriguing and successful algorithm. The model merging process was based on SDXL1.0 and SD1.5, along with other carefully curated models. These were categorized into five primary classifications: \u201cANIME,\u201d \u201cREALISM,\u201d \u201cARTISTIC,\u201d \u201cNSFW,\u201d and \u201cBASE,\u201d and fed into the merging algorithm as datasets. This approach has resulted in some fascinating outcomes.</p><p></p><p>However, as challenging as the algorithm development was, nothing has been as daunting as the performance testing phase. My physical and mental health deteriorated significantly during this period, to the point where I realized I couldn\u2019t continue this work on my own. This is what ultimately led me to decide to release this version.</p><p></p><p>And now, I am thrilled to announce the release of the much-anticipated AlbedoBaseXL V3 Mini version. While this model is a smaller-scale merge, it is not limited to any specific area and performs remarkably well across various domains. It has the potential to serve as a new base model for SDXL1.0. (For reference, my merging algorithm is not a \u201clinear merging,\u201d so it can essentially be considered a new fine-tuned model.)</p><p></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ec155823-5eec-4898-a606-77e0f53c97e5/width=525/ec155823-5eec-4898-a606-77e0f53c97e5.jpeg\" /></p><p>This model, along with the existing AlbedoBase models, is versatile and surpasses all previous versions in every aspect. (The NSFW content, while not extreme, offers a broader range of expression compared to previous versions like v2.1. A dedicated NSFW merging model will be released in the future.)</p><p></p><p>On another note, I\u2019ve noticed that many shared models have recently begun to adopt licenses that prohibit merging or external commercialization. This has been a disappointment, as it has prevented me from using some truly excellent models for merging.</p><p></p><p>I would like to express my heartfelt gratitude to the model developers who have provided free licenses, allowing their high-quality models\u2014products of considerable time and effort\u2014to be used for merging.</p><p></p><p>I\u2019ll be back soon.</p><p></p><p>I eagerly look forward to your performance tests across a wide range of areas, including ANIME, REALISM, ARTISTIC, 2.5D, 3D, and NSFW.</p><p></p><p>As model developers, we only plant the seeds. It is ultimately you, the model users and artists, who cultivate them and bring forth the flowers and fruits.</p><p></p><p>Thank you, as always.</p><p></p><hr /><p></p><p>For those who wish to support my work with a small financial contribution, please consider using the links below. I am currently unable to secure employment and face an uncertain future regarding my livelihood.</p><p><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/albedobond\"><strong>\ud83c\udf31 donate</strong></a></p><p></p><p></p><p>The spec grid(380.5 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/03f4190ac6\"><strong>download</strong></a></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9f31b7c5-d4a5-418c-8391-154f8376df98/width=525/9f31b7c5-d4a5-418c-8391-154f8376df98.jpeg\" /><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7ebb29bb-51e2-43b5-9c0a-bf65815c9b8a/width=525/7ebb29bb-51e2-43b5-9c0a-bf65815c9b8a.jpeg\" /></p><p></p><hr /><p></p><p></p><p><strong><em>v2.1</em></strong><br /><span style=\"color:rgb(193, 194, 197)\">Re-merge and adjust v0.1 to 2.0 using new merging algorithm and formula.</span></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/bb2ff34b-bf8b-4b6b-9259-4aa514fc47c6/width=525/bb2ff34b-bf8b-4b6b-9259-4aa514fc47c6.jpeg\" /></p><p></p><p>The spec grid(424.5 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/825348e8ae\"><strong>download</strong></a></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0284e5d2-168b-4208-a110-fb26c1c1ec2d/width=525/0284e5d2-168b-4208-a110-fb26c1c1ec2d.jpeg\" /></p><p></p><p></p><p><strong><em>v2.0</em></strong></p><p>I'd like to thank everyone who helped me on the <a target=\"_blank\" rel=\"ugc\" href=\"https://civitai.com/models/232370/albedobase-xl-pre\">AlbedoBase XL Pre</a> side. Without you guys, the release date would probably have been much later. Thank you so much!</p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/af332b56-2bc1-4b43-968c-160a8e800b1d/width=525/af332b56-2bc1-4b43-968c-160a8e800b1d.jpeg\" /></p><ul><li><p><span style=\"color:rgb(193, 194, 197)\">I have written a custom script to converge the existing AlbedoBase XL models into one. Intricately aligning the row and column weights of all U-NET and CLIP blocks according to a unique formula of mine.</span></p></li><li><p>If you encounter a bug in image generation (if nothing is generated), please switch to CLIP SKIP 2 or modify the prompt slightly! There may be combinations of prompts that CLIP does not recognize. In that case, you can change the order of words, use different words, or, most simply, change the CLIP SKIP. \bI will gradually work on resolving these issues in the future like v1.3.</p></li></ul><p></p><p>The spec grid(403.5 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/a8574af9a1\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v1.3</em></strong></p><ul><li><p>In order to illustrate the quality associated with the model's randomness, I standardized the seed value at '<em>9</em>' for all showcase images intended for sampling and proceeded with their immediate generation.</p></li><li><p>Especially with this version, due to the significant impact of negative prompts, leaving the <strong>negative prompt field empty</strong> is likely to produce the <strong>nice quality</strong>.</p></li></ul><p></p><p>The spec grid(438.7 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/46ccd4c613\"><strong>download</strong></a></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ddd3697b-fcbd-41c4-a20d-6e0fd5fa8ebd/width=525/ddd3697b-fcbd-41c4-a20d-6e0fd5fa8ebd.jpeg\" /></p><p></p><ul><li><p>As you can see, as the number of <strong>Steps increases</strong>, it becomes <strong>available for all samplers</strong>, and the quality also improves.</p></li><li><p>Due to the effect of the LoRA I developed and merged, as described below, <strong>using sentence-form prompts</strong> rather than tag (a list of words) prompts is directly related to improving quality.</p></li></ul><ul><li><p>I <strong>merged 45 checkpoints and 7 LoRAs</strong>. After that, I merged AlbedoBase v0.4 and v0.3 in order, less than 0~5%, to reawaken the diluted merged models that had become outdated.\u00a0</p></li><li><p>Among the 7 LoRAs, one is created by me. It involves analyzing and annotating captions for a total of 174<strong> </strong>high-quality pictorial photos<strong> using GPT4-V</strong>. Merging this LoRA resulted in astonishingly clear images and an impressively excellent understanding of prompts.</p></li></ul><p></p><p><img src=\"https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/bfe7d9ae-d9e4-434e-978f-73706b86e71e/width=525/bfe7d9ae-d9e4-434e-978f-73706b86e71e.jpeg\" /></p><p></p><ul><li><p>My <strong>self-created LoRAs</strong> are exclusively <a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/1de5d861c7\"><strong>available</strong></a> for purchase to my Ko-fi supporters at the Creative level or higher.</p></li></ul><p></p><p><strong><em><br />v1.2</em></strong></p><ul><li><p>Merged the 22 latest checkpoints.</p></li></ul><p>The spec grid(565.6 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/0c931fc721\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v1.1</em></strong></p><ul><li><p>Stabilized.</p></li><li><p>More detailed.</p></li><li><p>If you think you are an advanced user, I recommend version 1.0. If version 1.0 finds the right settings, it can output much more vivid works.</p></li></ul><p></p><p>The spec grid(349.7 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/40fbaf8dda\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v1.0</em></strong></p><ul><li><p><em>Merged 106 LoRAs.</em></p></li><li><p><em>Merged 19 Checkpoints.</em></p></li></ul><ol><li><p>The model can produce different results depending on the settings you choose, so it's important to <strong>check the </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/31278e4e23\"><strong>spec grid</strong></a><strong> before using it</strong>.</p><ul><li><p><em>I have found that using a few specific negative prompts can help to resolve the issue of asymmetrical eyes or pixelated images. The Spec Grid may vary depending on your CPU or GPU device, so please use it as a general reference. Experiment with a few negative prompts to improve the quality(ex; strabismus). I found that it is difficult to satisfy all settings equally as the number of merged LoRA increases. However, I would like you to focus on this advantage in version 1.0, as it can produce works of amazing quality in various aspects with the right settings. I will be back with a more stable version in the future.</em></p><p></p></li></ul></li><li><p>You can find useful setting values in the showcase or by searching for others.</p></li><li><p>As always, it's best to leave the <strong>negative prompt blank for the best results</strong>.</p></li><li><p>This v1.0 was a lot of work, so I'm taking a break for a bit. I hope you'll enjoy using the model, and if you merge it, please share it in Civitai for free. That way, we can all keep improving it.</p></li></ol><p></p><p>The spec grid(479.4 MB)<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/31278e4e23\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v0.4</em></strong></p><ul><li><p><em>Merged 132 LoRAs.</em></p></li><li><p><em>Merged 4 Checkpoints.</em></p></li></ul><p></p><p>The spec grid<strong>: </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/7ae29c7676\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v0.3</em></strong></p><ul><li><p>Improved in all of the samplers.</p></li><li><p>Achieved lifelike realism.</p></li><li><p>Stabilized.</p><p></p></li></ul><p>The spec grid:<strong> </strong><a target=\"_blank\" rel=\"ugc\" href=\"https://ko-fi.com/s/d3a0923236\"><strong>download</strong></a></p><p></p><p></p><p><strong><em>v0.2</em></strong></p><ul><li><p>Significant improvements in clarity and detailing.</p></li><li><p>Improved hand and foot implementation.</p></li><li><p>Major aesthetic improvements; composition, abstraction, flow, light and color, etc.</p></li></ul><p></p><p></p><p><strong><em>v0.1</em></strong></p><ul><li><p><span style=\"color:rgb(209, 213, 219)\">After appropriate </span><strong><span style=\"color:rgb(209, 213, 219)\">fine-tuning on the SDXL1.0 model</span></strong><span style=\"color:rgb(209, 213, 219)\">, meticulously and purposefully </span><strong><span style=\"color:rgb(209, 213, 219)\">merge over 40+ high-quality models</span></strong><span style=\"color:rgb(209, 213, 219)\"> publicly available on Civitai.</span></p></li><li><p><span style=\"color:rgb(209, 213, 219)\">Testing has primarily focused on ensuring maximum quality with the minimum number of prompt tokens, and it has not been confirmed how much the quality can improve when using a large number of tokens. (Please conduct your own tests and share the results)</span></p></li><li><p><span style=\"color:rgb(209, 213, 219)\">Typically, the most beautiful results are achieved at the midpoint between reality and animation.</span></p></li><li><p><span style=\"color:rgb(209, 213, 219)\">Nevertheless, when using an appropriate prompt, there is generally nothing it cannot express. (I assert that it possesses abundant value as a foundational model that surpasses others in merging. However, please keep in mind that this is currently v0.1)</span></p></li></ul><p></p><hr />",
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+      "hasMeta": true,
+      "hasPositivePrompt": true,
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+        "sampler": "DPM++ 2M SDE Heun Karras",
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+        "resources": [
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+            "name": "albedobaseXL_v21",
+            "type": "model"
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+        "Model hash": "1718b5bb2d",
+        "negativePrompt": "lowres, worst quality, low quality"
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+      "hasMeta": true,
+      "hasPositivePrompt": true,
+      "onSite": false,
+      "remixOfId": null,
+      "baseModel": "SDXL 1.0",
+      "username": "albedobond"
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+      "minor": false,
+      "poi": false,
+      "meta": {
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+        "steps": 60,
+        "hashes": {
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+        "prompt": "A close up fantastic image of a woman's outline containing the entire galaxy inside of her, as she stands in a field covered in snow, a soft aura surrounding her",
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+        "sampler": "DPM++ 2M SDE Heun Karras",
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+            "name": "albedobaseXL_v21",
+            "type": "model"
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+        "Model hash": "1718b5bb2d"
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+      "hasMeta": true,
+      "hasPositivePrompt": true,
+      "onSite": false,
+      "remixOfId": null,
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+      "username": "albedobond"
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+        "hashes": {
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+        "prompt": "Generate a 32k UHD professional anime illustration, showcasing a boy and girl on a cafe date, extremely delicate detail. The scene in professional detail and perfect proportions, captures their tender affection. Focus on expressive eyes and fashionable attire, set in a cozy, modern-yet-whimsical cafe. Use soft, warm lighting to create a romantic, inviting atmosphere, telling a charming, heartwarming story. Blushing emotional faces.",
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+        "sampler": "DPM++ 2M SDE Heun Karras",
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+      "onSite": false,
+      "remixOfId": null,
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+      "username": "albedobond"
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+        "hashes": {
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+        "prompt": "A photo of an anthropomorphic kitten, charming and lifelike, holding a 'Review' sign. Focus on natural allure with adorable, expressive features, blending kitten innocence and human-like awareness. Detail the fur, eyes, and posture meticulously. The 'Review' sign should match its playful character. Use soft lighting and a simple background to highlight the kitten and sign. Aim to engage viewers emotionally, portraying a unique, endearing narrative.",
+        "Version": "v1.7.0",
+        "sampler": "DPM++ 2M SDE Heun Karras",
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+        "resources": [
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+            "hash": "1718b5bb2d",
+            "name": "albedobaseXL_v21",
+            "type": "model"
+          }
+        ],
+        "Model hash": "1718b5bb2d",
+        "negativePrompt": "2d, 3d, digital painting"
+      },
+      "availability": "Public",
+      "hasMeta": true,
+      "hasPositivePrompt": true,
+      "onSite": false,
+      "remixOfId": null,
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+      "username": "albedobond"
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+        "steps": 60,
+        "hashes": {
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+        "prompt": "Imagine an ultra-detailed oil painting that thrusts you into the heart of a surreal, dark fantasy dreamscape, masterfully rendered in the iconic style of Frank Frazetta. At the center of this apocalyptic hellscape stands a formidable, muscular figure, shrouded in a dark hood, with enormous black wings unfurled menacingly. His demonic plate armor, intricately designed and exuding malevolence, catches the faint, eerie light. His face, a dark void shrouded in shadow, is featureless except for two fiery red eyes that burn with an infernal intensity. He is engaged in a ferocious battle against a horde of demonic beasts that swarm in from all sides. Each beast, a grotesque amalgamation of nightmare and flesh, falls before the sweeping arcs of his massive, gleaming sword, wielded with a master's precision. In the background, jagged mountains rise ominously, silhouetted against a tempestuous, roiling sky. The ground is a macabre tapestry of decapitated demons, scattered skulls, and winding rivers of blood, completing this nightmarish vista with a visceral sense of dread and awe.",
+        "Version": "v1.7.0",
+        "sampler": "DPM++ 2M SDE Heun Karras",
+        "cfgScale": 7.5,
+        "resources": [
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+        "Model hash": "1718b5bb2d"
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+      "username": "albedobond"
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+        "prompt": "Picture a high-quality, close-up photograph capturing the enigmatic beauty of a crow's head in sharp detail. The crow's wise eyes are the focal point, deep and reflective, mirroring the entire world within their gaze. They hold an almost mystical quality, reflecting a miniature panorama of the surrounding landscape at sunset. The warm, golden hues of the fading sun bathe the scene, accentuating the intricate textures of the crow's feathers and adding a soft, ethereal glow to the image. The crow is looking directly into the camera, its gaze piercing and direct, creating an intense connection with the viewer. In its eyes, the faraway ocean and islands are glimpsed, subtly blurred in the background, enhancing the sense of depth and isolation. This image is framed with a careful balance of zoom and depth of field, ensuring the crow\u00e2\u0080\u0099s face is in sharp focus while the background fades into a dreamy bokeh, emphasizing the profound and solitary figure of the crow against the vastness of the world.",
+        "Version": "v1.7.0",
+        "sampler": "DPM++ 2M SDE Heun Karras",
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+      "username": "albedobond"
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+        "sampler": "DPM++ 2M SDE Heun Karras",
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+            "type": "model"
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+      "username": "albedobond"
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+        "prompt": "Visualize a captivating long shot of an elegantly poised woman, extremely detailed face, fully immersed in observing a surreal Salvador Dal\u00ed masterpiece in a dimly lit art studio. The studio, a haven of artistic endeavor, is filled with an eclectic collection of paintings, each whispering tales of dreams and illusions. A skylight above bathes the room in a soft, natural glow, contrasting with the vibrant neon light that casts an ethereal ambiance across the space. The woman, dressed in attire that speaks of refined taste, stands in full view, her silhouette gracefully outlined by the interplay of the neon and natural light. This scene, captured with the technical prowess of a Canon 5D Mark IV, resonates with the rich, vivid colors and fine grain texture of Kodak Ektar film, rendering every detail in stunning clarity and depth.",
+        "Version": "v1.7.0",
+        "sampler": "DPM++ 2M SDE Heun Karras",
+        "cfgScale": 8,
+        "resources": [
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+            "type": "model"
+          }
+        ],
+        "Model hash": "1718b5bb2d"
+      },
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+      "onSite": false,
+      "remixOfId": null,
+      "baseModel": "SDXL 1.0",
+      "username": "albedobond"
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