<h1 id="moss:rael-moss:-reconstructing-anime's-expressive-linework">Moss:RAEL - Moss: Reconstructing Anime's Expressive Linework</h1>visit here for full artist list:<a target="_blank" rel="ugc" href="https://huggingface.co/sselpah/MossRAEL">https://huggingface.co/sselpah/MossRAEL</a>An anime-focused fine-tune of Moss.heavily inspired by - <a target="_blank" rel="ugc" href="https://huggingface.co/RicemanT/MossAD-Demo">https://huggingface.co/RicemanT/MossAD-Demo</a><h2 id="usage">Usage</h2>learn to use this first:<a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/MOSS-Image">https://huggingface.co/Comfy-Org/MOSS-Image</a>Works nicely on 1mp-1.5mp<ul><li>To prompt artist use <code>Art by @&lt;artist name&gt;</code></li><li>Full artist list in <a target="_blank" rel="ugc" href="https://huggingface.co/sselpah/MossRAEL">here</a></li><li>To prompt anime screencap use <code>Art by @anime screencap</code></li><li>To prompt specific copyright use <code>[Copyright: &lt;copyright&gt;];</code></li><li>No underscores needed</li><li>You are invited to try other prompting methods</li></ul>Example:<pre><code>A vertical three-quarter portrait of cinderella (nikke) standing beneath the awning of a closed flower shop at night. She has very long silver hair, blue eyes, and small blue star-shaped hair ornaments. She wears a glossy black motorcycle jacket zipped over a white high-collared shirt, tailored black trousers, and black boots. Her right hand holds the handle of a clear umbrella, and her left gently cups a small glass apple at waist level. She looks towards the viewer with a quiet, contemplative expression. Raindrops bead on the jacket and umbrella, while a soft blue shop sign and a warm streetlamp create contrasting reflections. Buckets of pale flowers are visible through the window behind her.

Art by @jindogod.

[Copyright: goddess of victory: nikke];</code></pre><h2 id="training">Training</h2>- Dataset: Custom closed dataset of 68,000~ danbooru illustrations/anime screenshots (85%/15%)- Preparation: All images captioned using Qwen 3.8 27B because I'm poor with no connections to NSFW Astra- Training configuration: AdamW8Bit, 80 batch x 2 grad acc, 1e-5 cosine, 20 epochs (1.337M~ images seen), 1024 varlen (less than 1% was under 1024), trained off Moss Image Base.- Compute: 8xH100 - total cost 1k$<h2 id="credits">Credits</h2>- <a target="_blank" rel="ugc" href="https://huggingface.co/OpenMOSS-Team/MOSS-Image-Base">https://huggingface.co/OpenMOSS-Team/MOSS-Image-Base</a> - without them i'd have 1k$ extra- <a target="_blank" rel="ugc" href="https://huggingface.co/CabalResearch">https://huggingface.co/CabalResearch</a> - actually smart people, if they had budget you'd have a perfect anime model already- <a target="_blank" rel="ugc" href="https://huggingface.co/RicemanT/MossAD-Demo">https://huggingface.co/RicemanT/MossAD-Demo</a> - inspiration

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