The goal of this LoRA is to recreate the distinctive animated style found in live wallpapers from popular games like League of Legends and Genshin Impact. Perfect for creating dynamic, game-inspired artwork with that polished, cinematic quality that makes characters and scenes come alive.<hr /><h2 id="training-details">Training Details</h2><h3 id="live-wallpaper-style-game-edition">[Live Wallpaper Style - Game Edition]</h3>Core Training Specifications:<ul><li>Dataset: 1,350 curated live wallpaper images from popular games</li><li>Source Material: League of Legends, Genshin Impact, and similar game aesthetics</li><li>Training Tool: Diffusion Pipe with optimized parameters</li><li>Epochs: 50 training cycles for comprehensive style learning</li><li>Rank: 32 (optimized for efficiency and quality balance)</li><li>Target Model: Qwen Image Model architecture</li><li>Focus: Animated game cinematics and live wallpaper aesthetics</li></ul><hr /><h2 id="dataset-analysis-and-prompt-guidelines">Dataset Analysis &amp; Prompt Guidelines</h2><h3 id="top-keywords-(tf*idf-score):">Top Keywords (TF*IDF Score):</h3><ol><li>dark (84.1% of images) - Essential color descriptor</li><li>clothing (73.0%) - Always specify garment types</li><li>wears (85.6%) - Action word for clothing</li><li>long (72.8%) - Common for hair/flowing elements</li><li>ornate (77.2%) - Decorative style descriptor</li><li>armor (64.4%) - Key equipment type</li><li>slender (67.5%) - Body type descriptor</li><li>athletic (60.5%) - Build descriptor</li><li>intricate (56.7%) - Detail complexity</li><li>flowing (52.7%) - Movement descriptor</li></ol><h3 id="most-effective-bigrams-(word-pairs):">Most Effective Bigrams (word pairs):</h3><ol><li>"athletic build" (787 occurrences) - Most common body descriptor</li><li>"slender athletic" (676) - Refined body type</li><li>"long flowing" (640) - Hair/fabric movement</li><li>"curved blade" (317) - Weapon descriptor</li><li>"intricate detailing" (314) - Ornamental complexity</li><li>"form-fitting clothing" (199) - Garment style</li><li>"dark color" (191) - Color palette</li><li>"fingerless gloves" (157) - Specific accessory</li></ol><h3 id="power-trigrams-(3-word-combinations):">Power Trigrams (3-word combinations):</h3><ol><li>"slender athletic build" (676) - Core body description</li><li>"athletic build hair" (475) - Body + hair combo</li><li>"hair long flowing" (322) - Hair movement</li><li>"humanoid slender athletic" (294) - Character foundation</li><li>"legs body angled" (277) - Pose description</li><li>"pose legs body" (221) - Dynamic positioning</li><li>"curved blade hand" (133) - Weapon positioning</li></ol><hr /><h2 id="usage-guidelines">Usage Guidelines</h2><h3 id="trigger-words:">Trigger Words:</h3>Primary: <code>l1v3w4llp3r, l1v3w4llp4p3r, humanoid slender athletic, dark ornate, intricate detailing, flowing, curved blade, angled pose</code><h3 id="recommended-settings:">Recommended Settings:</h3><ul><li>Sampler/Scheduler: <code>res_2s + beta</code> or <code>euler_ancestral + beta</code> (optimal combinations)</li><li>CFG Scale: 5 (or adjust to personal preference)</li><li>Steps: 20 - 30 for optimal results</li><li>Strength: 0.8-1.2 for style transfer</li><li>Resolution: 1620x1200 or Standard game wallpaper ratios (16:9, 16:10)</li></ul><h3 id="optimal-prompt-structure:">Optimal Prompt Structure:</h3><pre><code>[triggers] [character foundation] + [body build] + [clothing style] + [pose description] + [details]
</code></pre><h3 id="essential-combinations-to-use:">Essential Combinations to Use:</h3>Character Foundation (choose one):<ul><li><code>l1v3w4llp3r humanoid slender athletic</code></li><li><code>l1v3w4llp4p3r figure slender athletic</code></li><li><code>humanoid slender athletic build</code></li></ul>Clothing &amp; Style (combine 2-3):<ul><li><code>dark ornate armor</code></li><li><code>form-fitting clothing</code></li><li><code>intricate detailing</code></li><li><code>wears dark</code> + <code>clothing type</code></li></ul>Pose &amp; Movement (choose one):<ul><li><code>pose legs body angled</code></li><li><code>body angled suggesting movement</code></li><li><code>dynamic angled stance</code></li><li><code>legs body</code> + <code>pose type</code></li></ul>Details &amp; Accessories:<ul><li><code>curved blade hand</code></li><li><code>fingerless gloves</code></li><li><code>long flowing hair</code></li><li><code>intricate detailing</code></li></ul><h3 id="example-prompts-(dataset-style):">Example Prompts (Dataset Style):</h3>Fantasy Warrior (using top trigrams):<pre><code>l1v3w4llp3r humanoid slender athletic build, hair long flowing, wears dark ornate armor with intricate detailing, pose legs body angled, curved blade hand held, form-fitting clothing covering shoulders chest
</code></pre>Magical Character (using effective bigrams):<pre><code>l1v3w4llp4p3r figure slender athletic, long flowing styled hair, dark color clothing with decorative elements, athletic build short spiky hair, eyes striking intense, fingerless gloves
</code></pre>Combat Ready (combining patterns):<pre><code>l1v3w4llp3r humanoid slender athletic build, wears form-fitting dark-colored clothing, body angled suggesting movement, long curved blade, shoulders chest thighs, intricate detailing
</code></pre><h3 id="pattern-success-formula:">Pattern Success Formula:</h3>Based on dataset analysis, successful prompts follow this pattern:<ol><li>Start with trigger word (<code>l1v3w4llp3r</code> or <code>l1v3w4llp4p3r</code>)</li><li>Use "slender athletic build" (appears in 676 captions)</li><li>Include "dark" + clothing type (84% occurrence rate)</li><li>Add pose with "angled" or "body" (high correlation)</li><li>Specify "intricate detailing" (56.7% occurrence)</li></ol><hr /><h2 id="style-features">Style Features</h2>Game Aesthetic Characteristics:<ul><li>Humanoid characters with athletic builds</li><li>Rich, dark color palettes with vibrant accents</li><li>Ornate armor and intricate clothing details</li><li>Dynamic, angled poses suggesting movement</li><li>Professional game art rendering quality</li></ul>Technical Excellence:<ul><li>Consistent anatomical proportions based on "slender athletic" foundation</li><li>Complex decorative detailing using "ornate" and "intricate" descriptors</li><li>Form-fitting garment design philosophy</li><li>Strategic use of "dark color" contrasts</li><li>Clean, polished game art style</li></ul>

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