<p>Absolutely — here’s a <strong>Civitai description</strong> for <strong>Halter Ruched High Neck Top</strong> in a clean, reusable format similar to a character LoRA listing, but adapted for a <strong>clothing concept LoRA</strong>.</p><hr /><h1 id="halter-ruched-high-neck-top-(concept)"><strong>Halter Ruched High Neck Top (Concept)</strong></h1><h2 id="lora-name"><strong>LoRA Name</strong></h2><p><strong>Halter Ruched High Neck Top</strong></p><h2 id="trigger-word"><strong>Trigger Word</strong></h2><p><code>ruchedhalter-01</code></p><h2 id="type"><strong>Type</strong></h2><p>Clothing / Concept LoRA</p><hr /><h2 id="description"><strong>Description</strong></h2><p>This LoRA is trained to generate a <strong>fitted sleeveless high-neck halter top</strong> with a <strong>ruched front</strong> and a <strong>central vertical gathered seam</strong>.</p><p>The garment is designed to capture the following core features:</p><ul><li><p><strong>high neck / mock-neck halter collar</strong></p></li><li><p><strong>sleeveless construction</strong></p></li><li><p><strong>bare shoulders</strong></p></li><li><p><strong>inward-cut armholes</strong></p></li><li><p><strong>dense front ruching</strong></p></li><li><p><strong>central vertical gathered seam</strong></p></li><li><p><strong>fitted stretch-knit silhouette</strong></p></li><li><p><strong>smooth fitted back with halter-style upper back structure</strong></p></li></ul><p>This LoRA works best for <strong>fashion portraits, studio images, editorial shots, catalog-style renders, and lifestyle fashion scenes</strong>.</p><hr /><h2 id="best-use"><strong>Best Use</strong></h2><p>Use this LoRA when you want a woman to wear a:</p><ul><li><p><strong>high-neck halter top</strong></p></li><li><p><strong>ruched halter top</strong></p></li><li><p><strong>fitted sleeveless top</strong></p></li><li><p><strong>mock-neck fashion top</strong></p></li><li><p><strong>gathered front halter top</strong></p></li></ul><p>It is best suited for:</p><ul><li><p>fashion/editorial images</p></li><li><p>product-style gallery images</p></li><li><p>realistic women’s portraits</p></li><li><p>studio and lifestyle scenes</p></li><li><p>outfit-focused compositions</p></li></ul><hr /><h2 id="recommended-strength"><strong>Recommended Strength</strong></h2><p>Start around:</p><ul><li><p><strong>LoRA model strength:</strong> <code>0.65–0.80</code></p></li><li><p><strong>LoRA clip strength:</strong> <code>0.50–0.70</code></p></li></ul><p>If the garment becomes too dominant or starts forcing unwanted color drift, lower the strength slightly.</p><p>If the garment shape becomes weak, raise it slightly.</p><hr /><h2 id="important-notes"><strong>Important Notes</strong></h2><p>This LoRA was trained primarily to learn the <strong>garment structure</strong>, not just one exact outfit image.</p><p>It generally learns the <strong>shape and construction</strong> very well:</p><ul><li><p>high neck halter collar</p></li><li><p>front ruching</p></li><li><p>central seam</p></li><li><p>fitted silhouette</p></li></ul><p>However, <strong>color can sometimes be harder to lock in</strong>.</p><h3 id="why-color-can-drift">Why color can drift</h3><p>Because the training set included <strong>multiple color variations</strong>, the LoRA learned the garment concept more strongly than any single color. That is usually a good thing, because it makes the LoRA more flexible — but it can also mean that some checkpoints may drift toward:</p><ul><li><p>gray</p></li><li><p>taupe</p></li><li><p>beige</p></li><li><p>cream</p></li><li><p>desaturated tones</p></li></ul><p>This is especially true if:</p><ul><li><p>the base checkpoint has strong fashion priors</p></li><li><p>the LoRA strength is too high</p></li><li><p>the color wording in the prompt is too weak</p></li><li><p>the negative prompt does not push back against neutral colors</p></li></ul><h3 id="how-to-fix-color-drift">How to fix color drift</h3><p>To force a specific color:</p><ol><li><p><strong>state the color early</strong></p></li><li><p><strong>repeat it</strong></p></li><li><p><strong>weight it</strong></p></li><li><p><strong>negatively weight unwanted colors</strong></p></li></ol><p>For example, if you want a red version, say:</p><ul><li><p><code>(deep rose-red high neck halter top:1.5)</code></p></li><li><p><code>(the top is red, not gray, not beige:1.45)</code></p></li></ul><p>And in the negative prompt:</p><ul><li><p><code>(gray top:1.55)</code></p></li><li><p><code>(beige top:1.55)</code></p></li><li><p><code>(taupe top:1.55)</code></p></li></ul><hr /><h2 id="suggested-prompt-structure"><strong>Suggested Prompt Structure</strong></h2><p>A good general structure is:</p><pre><code>ruchedhalter-01, [color] high neck halter top, sleeveless top, mock neck, bare shoulders, inward-cut armholes, dense front ruching, central vertical gathered seam, fitted stretch knit fabric
</code></pre><hr /><h1 id="example-prompts"><strong>Example Prompts</strong></h1><hr /><h2 id="example-1-classic-red-version"><strong>Example 1 — Classic red version</strong></h2><h3 id="positive"><strong>Positive</strong></h3><pre><code>(ruchedhalter-01:1.15), (deep rose-red high neck halter top:1.5), (red halter top:1.45), (rose pink top:1.4), (clothing color is deep rose red:1.5), (the top is red, not gray, not beige:1.45), (sleeveless mock-neck halter collar:1.25), (bare shoulders:1.2), (inward-cut armholes:1.2), (dense front ruching:1.35), (central vertical gathered seam from neckline to hem:1.4), (fitted stretch knit fabric:1.2), adult woman, waist-up fashion portrait, soft studio lighting, neutral background, photorealistic, SFW
</code></pre><h3 id="negative"><strong>Negative</strong></h3><pre><code>(gray top:1.55), (grey top:1.55), (taupe top:1.55), (beige top:1.55), (cream top:1.45), (white top:1.4), (brown top:1.35), wrong clothing color, washed out color, dull color, tank top, camisole, spaghetti straps, strapless, off-shoulder, v-neck, plunging neckline, cleavage, open back, crisscross straps, tie strings, buttons, zipper, lace, corset, bustier, bra top, crop top, dress, jacket, cardigan, bad anatomy, bad hands, text, watermark
</code></pre><hr /><h2 id="example-2-black-studio-fashion-image"><strong>Example 2 — Black studio fashion image</strong></h2><h3 id="positive"><strong>Positive</strong></h3><pre><code>(ruchedhalter-01:1.15), (black high neck halter top:1.5), (black sleeveless halter top:1.45), (fitted black mock-neck halter:1.35), (dense front ruching:1.35), (central vertical gathered seam:1.4), adult woman, three-quarter view, one hand on hip, clean studio background, soft even light, photorealistic, SFW
</code></pre><h3 id="negative"><strong>Negative</strong></h3><pre><code>(red top:1.45), (pink top:1.45), (blue top:1.35), (white top:1.35), (cream top:1.35), wrong clothing color, faded black, gray clothing, beige clothing, tank top, camisole, spaghetti straps, strapless, off-shoulder, cleavage, v-neck, open back, crisscross straps, lace, corset, bustier, crop top, jacket, bad anatomy, text, watermark
</code></pre><hr /><h2 id="example-3-white-catalog-portrait"><strong>Example 3 — White catalog portrait</strong></h2><h3 id="positive"><strong>Positive</strong></h3><pre><code>(ruchedhalter-01:1.15), (white high neck halter top:1.5), (bright white halter top:1.45), (sleeveless mock-neck halter collar:1.25), (bare shoulders:1.2), (dense front ruching:1.35), (central vertical gathered seam:1.4), adult woman, front-facing portrait, waist-up, fashion catalog photo, soft gray background, photorealistic, SFW
</code></pre><h3 id="negative"><strong>Negative</strong></h3><pre><code>(red top:1.45), (pink top:1.45), (black top:1.4), (blue top:1.35), (beige top:1.35), (gray top:1.35), ivory top, cream top, wrong clothing color, tank top, camisole, spaghetti straps, strapless, off-shoulder, cleavage, v-neck, lace, corset, jacket, bad anatomy, text, watermark
</code></pre><hr /><h2 id="example-4-navy-back-view-test"><strong>Example 4 — Navy back-view test</strong></h2><h3 id="positive"><strong>Positive</strong></h3><pre><code>(ruchedhalter-01:1.15), (navy high neck halter top:1.5), (dark blue halter top:1.45), adult woman, back view, showing the smooth fitted back panel, narrow upper-back halter panel, bare shoulders, inward-cut armholes, fitted torso, clean hem, soft studio lighting, neutral background, photorealistic, SFW
</code></pre><h3 id="negative"><strong>Negative</strong></h3><pre><code>(front view:1.35), (red top:1.4), (pink top:1.4), (white top:1.35), (cream top:1.35), (gray top:1.35), wrong clothing color, tank top, generic racerback tank, open back, crisscross straps, tie strings, spaghetti straps, lace, zipper, buttons, jacket, bad anatomy, text, watermark
</code></pre><hr /><h2 id="example-5-olive-seated-lifestyle-image"><strong>Example 5 — Olive seated lifestyle image</strong></h2><h3 id="positive"><strong>Positive</strong></h3><pre><code>(ruchedhalter-01:1.15), (olive green high neck halter top:1.5), (olive halter top:1.45), (fitted stretch knit fabric:1.2), (dense front ruching:1.35), (central gathered seam:1.4), adult woman, seated pose, elegant indoor setting, soft natural window light, waist-up to hips-up framing, photorealistic, fashion editorial style, SFW
</code></pre><h3 id="negative"><strong>Negative</strong></h3><pre><code>(red top:1.4), (pink top:1.4), (blue top:1.35), (white top:1.35), (black top:1.35), (beige top:1.35), wrong clothing color, tank top, camisole, spaghetti straps, strapless, off-shoulder, cleavage, open back, corset, bustier, crop top, jacket, bad anatomy, text, watermark
</code></pre><hr /><h1 id="tips"><strong>Tips</strong></h1><ul><li><p>Put the <strong>color early</strong> in the prompt.</p></li><li><p>Repeat the color if needed.</p></li><li><p>If the model keeps drifting to beige/gray, strengthen the color in the <strong>positive</strong> and explicitly suppress neutrals in the <strong>negative</strong>.</p></li><li><p>If the garment starts turning into a generic tank top, increase emphasis on:</p><ul><li><p><code>high neck halter top</code></p></li><li><p><code>mock neck</code></p></li><li><p><code>bare shoulders</code></p></li><li><p><code>dense front ruching</code></p></li><li><p><code>central vertical gathered seam</code></p></li></ul></li></ul><hr /><h2 id="recommended-tags"><strong>Recommended Tags</strong></h2><p><code>halter top, ruched top, high neck top, mock neck top, sleeveless top, fashion top, clothing lora, concept lora, fitted top, gathered front, stretch knit</code></p><hr /><p></p><p></p>

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