Inspired by <a target="_blank" rel="ugc" href="https://en.wikipedia.org/wiki/Ren%C3%A9_Gruau">René Gruau</a>'s fashion illustrations, this LoRA tries to produce images that imitate fashion illustrations. For the real deal, please go to <a target="_blank" rel="ugc" href="http://www.gruaucollection.com/">http://www.gruaucollection.com/</a>The training trigger "regr1 sketch/illustration" is probably not required, but it does not hurt to put it in. But you do need to put in "sketch" or "illustration".Known problems:<ul><li>The LoRA sometimes produces people with three legs or even missing arm when they are in profile, if that happens, just change seed or try to lower the weight.</li><li>The Shōjo version can only produce androgynous looking men, but then that's Shōjo for you 😅</li></ul>You can try to put in the optional "background is stark white" to see if you get a more interesting image.Please post your first image directly here (click on "Add Post" above the gallery), and I will give you 10 buzz for the post (If I forgot, just complain loudly 😎)From Chat GPT:René Gruau (1909–2004) was an influential Italian-born French illustrator and artist, celebrated for his work in fashion illustration. Known for his elegant, bold, and instantly recognizable style, Gruau contributed significantly to the world of haute couture, advertising, and luxury branding throughout the 20th century.<hr /><h3 id="biography-jsuctzenw">Biography</h3><ol><li>Early Life:<ul><li>Born Renato Zavagli Ricciardelli delle Caminate on February 4, 1909, in Rimini, Italy.</li><li>He adopted his mother's surname, Gruau, professionally.</li><li>He showed an early talent for drawing and began working as an illustrator in his teens to support his family after his parents' separation.</li></ul></li><li>Career Highlights:<ul><li>Gruau moved to Paris in the 1920s, where his career flourished in the glamorous world of fashion.</li><li>His illustrations were featured in prominent magazines such as Vogue, Harper’s Bazaar, Marie Claire, and Elle.</li><li>He became closely associated with the fashion house Christian Dior, creating some of the most iconic images for Dior’s advertising campaigns.</li></ul></li><li>Death:<ul><li>René Gruau passed away on March 31, 2004, in Rome, Italy, leaving behind a legacy as one of the most celebrated fashion illustrators of all time.</li></ul></li></ol><hr /><h3 id="artistic-style-2jmbup2m5">Artistic Style</h3><ol><li>Minimalist and Bold:<ul><li>Gruau’s work is known for its clean lines, minimal detail, and striking use of negative space.</li><li>His illustrations often employed bold contrasts, using black, white, and vibrant colors, particularly red, which became his signature.</li></ul></li><li>Graceful and Elegant:<ul><li>His figures exude sophistication, often capturing the fluidity and elegance of haute couture clothing.</li><li>Gruau had an unparalleled ability to suggest movement and texture with just a few brushstrokes.</li></ul></li><li>Graphic Modernism:<ul><li>Gruau’s style bridged traditional illustration and modern graphic design, making his work timeless and influential across various design fields.</li></ul></li><li>Japanese Influence:<ul><li>His use of clean lines and composition reflects the influence of Japanese woodblock prints, which he admired.</li></ul></li></ol><hr /><h3 id="collaboration-with-christian-dior-8sr9ylgo1">Collaboration with Christian Dior</h3><ul><li>New Look Era: Gruau played a pivotal role in popularizing Dior’s New Look in the 1940s and 1950s through his advertising illustrations.<ul><li>He created campaigns for iconic Dior perfumes like Miss Dior and fashion lines that emphasized femininity and luxury.</li><li>His poster for the 1947 launch of Dior’s first perfume, Miss Dior, remains a hallmark of elegance in fashion advertising.</li></ul></li></ul><hr /><h3 id="other-work-izz8tn1et">Other Work</h3><ul><li>Gruau's illustrations extended beyond fashion to include advertisements for luxury products like perfumes, cosmetics, and lingerie.</li><li>He worked with numerous brands, including Balmain, Givenchy, Valentino, and Lanvin.</li><li>His art also graced theatrical and cabaret posters, including designs for the Moulin Rouge.</li></ul><hr /><h3 id="legacy-1wqi3n3r8">Legacy</h3><ol><li>Impact on Fashion Illustration:<ul><li>Gruau’s work revolutionized fashion advertising, elevating it to an art form.</li><li>He inspired countless illustrators and designers with his ability to convey glamour, sophistication, and allure.</li></ul></li><li>Timeless Influence:<ul><li>His style continues to influence contemporary fashion branding and graphic design.</li></ul></li><li>Exhibitions:<ul><li>Gruau’s works have been exhibited worldwide in prestigious galleries and museums, including the Louvre and the Museum of Fashion and Textiles in Paris.</li></ul></li></ol><hr />René Gruau’s artistry is a testament to the power of simplicity, elegance, and innovation, securing his place as one of the most iconic fashion illustrators in history.

Fashionista Style (René Gruau/Niji Anime)

Trained using a tweaked set with higher quality but more "stylized" images. The result is a LoRA that is more refined/elegant, but not as "wild" and "creative" as the earlier version. This is epoch 10, the rest are here: tensor. art/models/807655985964620122/Rene-Gruau-regrV2-NoCD6A3Cos5-2024-12-16-01:42:50-Ep-10No captions other than the trigger "regr1 sketch". Rene Gruau regrV2 NoCD6A3Cos5 2024-12-16 01:42:50FLUX.1 - dev-fp8Trigger: regr1 sketchRepeat: 20 Epoch: 10Unet LR: 0.0005 LR: cosine Optimizer: AdamWNetwork Dim: 6 Alpha: 3<ul><li>Epoch Loss</li><li>1 0.342</li><li>2 0.323</li><li>3 0.323</li><li>4 0.313</li><li>5 0.308</li><li>6 0.282</li><li>7 0.280</li><li>8 0.268</li><li>9 0.260</li><li>10	0.260 &lt;- lowest</li></ul>

regr2_fashion_nocap_d6a3.safetensors

Elegant

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