Inspired by the works of American comics artist and illustrator <a target="_blank" rel="ugc" href="https://en.wikipedia.org/wiki/Adam_Hughes">Adam Hughes</a>. To see his delightful works, please go to<ul><li><a target="_blank" rel="ugc" href="http://luisescobarblog.com/drawing-good-girls-with-adam-hughes-the-pros-and-cons/">luisescobarblog.com/drawing-good-girls-with-adam-hughes-the-pros-and-cons/</a></li><li><a target="_blank" rel="ugc" href="http://comicartfans.com/searchresult.asp?PM=57&amp;txtSearch=Adam+Hughes&amp;Order=&amp;PI=54">comicartfans.com/searchresult.asp?PM=57&amp;txtSearch=Adam+Hughes&amp;Order=&amp;PI=54</a></li><li><a target="_blank" rel="ugc" href="http://flickr.com/photos/38734692@N04/albums/72157619151685452/">flickr.com/photos/38734692@N04/albums/72157619151685452/</a></li><li><a target="_blank" rel="ugc" href="http://flickr.com/photos/franmoff/albums/72157673539396608">flickr.com/photos/franmoff/albums/72157673539396608</a></li><li><a target="_blank" rel="ugc" href="http://comics.ha.com/itm/original-comic-art/illustrations/adam-hughes-snow-white-specialty-illustration-original-art-undated-/a/40243-82022.s">comics.ha.com/itm/original-comic-art/illustrations/adam-hughes-snow-white-specialty-illustration-original-art-undated-/a/40243-82022.s</a></li></ul>Known problem:The LoRA seems quite eager to mess up fingers, specially if the person is wearing gloves. If that happens, lower the weight to 0.8 usually fix the problem. You can also try v0.9 (epoch 8) of the LoRA.For fans of American Superhero comics, no introduction is needed for this spectacular artist. Still, while collecting material for this LoRA I became more aware of the connection between Hughes and the great illustrators of the past, such as <a target="_blank" rel="ugc" href="https://civarchive.com/models/1194777/the-age-of-innocence-jc-leyendecker-illustration-style?modelVersionId=1345229">J.C. Leyendecker</a> and <a target="_blank" rel="ugc" href="https://civarchive.com/models/1165121/glamour-and-elegance-alberto-vargas-girls-pin-up-illustration-style">Alberto Vargas</a>, and to <a target="_blank" rel="ugc" href="https://en.wikipedia.org/wiki/Art_Nouveau">Art Nouveau</a>. There is little doubt in my mind that Hughes must be a fan of these works from the past, and have infused elements from them into his own unique and beautiful art style. I can also surmise that Hughes is probably a big Anime fan, as I can see some anime elements in his illustrations as well. All in all, my guess is that Hughes is a fanboy himself, one lucky enough to make a living off his passion and produce great illustration for all of us to enjoy.Even though the LoRA is intended to generate cheesecakes, it works fine for other illustrations such as beefcakes as well, at least for Superman 😅.This LoRA concentrates on "good girls", such as Lara Croft, Wonder Woman, Batgirl, Supergirl and Power Girl, but I've included Catwoman and Black Cat as well. There are two more versions, one trained with "bad/sultry girls" and one with a mixture of both types of girls.From ChatGPT:<h3 id="adam-hughes-the-master-of-good-girl-art-and-comic-illustration-1a9rnzese">Adam Hughes – The Master of Good Girl Art &amp; Comic Illustration</h3><a target="_blank" rel="ugc" href="https://en.wikipedia.org/wiki/Adam_Hughes">Adam Hughes</a> (born May 3, 1967) is an American comic book artist and illustrator, best known for his highly detailed, elegant, and sensual depictions of female characters in comics, posters, and cover art. His work is often associated with the “Good Girl Art” style—portraying strong, beautiful women with a blend of realism, glamour, and wit.<hr /><h2 id="1.-early-career-and-breakthrough-srpne23rc">1. Early Career &amp; Breakthrough</h2><ul><li>Hughes began working in comics in the late 1980s, starting with small publishers before moving to DC Comics and Marvel.</li><li>His breakthrough came in 1989, illustrating Maze Agency for Innovation Publishing, which showcased his early talent for detailed linework and expressive characters.</li><li>In the 1990s, he gained attention for his run on "Justice League America" (DC Comics, 1989–1991), where he developed his signature expressive, dynamic, and cinematic style.</li></ul><hr /><h2 id="2.-signature-art-style-and-influence-69epychan">2. Signature Art Style &amp; Influence</h2>🔹 “Pin-up meets realism” → His women are sexy, strong, and smart, balancing beauty with depth. 🔹 Highly detailed, painterly covers → Known for his mastery of lighting, shading, and color theory. 🔹 Iconic facial expressions &amp; body language → His characters have attitude, charm, and personality, often with a touch of humor. 🔹 Influences → Inspired by classic pin-up artists (Gil Elvgren, Alberto Vargas), Art Nouveau (Alphonse Mucha), and illustrators like Norman Rockwell.<hr /><h2 id="3.-notable-works-and-iconic-covers-6985wo7sz">3. Notable Works &amp; Iconic Covers</h2><h3 id="dc-comics-(1990s-present)-tsnat11g0">📖 DC Comics (1990s–Present)</h3>✅ Wonder Woman (Hughes’ most famous work—his Diana is regal, powerful, and effortlessly beautiful.) ✅ Catwoman (2000s–2010s) – Hughes' covers defined Selina Kyle’s modern look with stylish noir aesthetics. ✅ Power Girl (His famous “boob window” Power Girl covers are both playful and iconic.) ✅ Batgirl, Supergirl, Harley Quinn, and Zatanna – His DC covers are among the most sought-after variant covers.<h3 id="marvel-comics-cgxxq5w7r">📖 Marvel Comics</h3>✅ Tomb Raider, Black Widow, Captain Marvel – His variant covers and poster work for Marvel heroes showcase his polished, cinematic style.<h3 id="other-work-7jtz90ier">🎨 Other Work</h3>✅ Star Wars (Hughes’ Princess Leia covers are some of the most stunning Star Wars illustrations.) ✅ Betty &amp; Veronica (Redefining Archie Comics’ classic characters with modern glam and sass.) ✅ Sideshow Collectibles (Hughes designs statues and collectibles for DC, Marvel, and Star Wars.)<hr /><h2 id="4.-impact-on-comics-and-pop-culture-blbh0u1t4">4. Impact on Comics &amp; Pop Culture</h2>🔥 Revived interest in “Good Girl Art” in mainstream comics. 🔥 Set a new standard for cover artists—his covers often outsell the comics themselves! 🔥 Inspired a new generation of comic artists to blend realism with stylized glamour. 🔥 Bridged the gap between pin-up art and superhero comics, making female heroes both powerful and alluring without being overly objectified.<hr /><h2 id="5.-where-to-find-his-work-today-ne1o210am">5. Where to Find His Work Today</h2>📚 "Cover Run: The DC Comics Art of Adam Hughes" → A must-have art book collecting his best covers! 🎨 Comic conventions → He frequently attends events, where his original art and signed prints are in high demand. 🖥️ Instagram &amp; DeviantArt → Regularly posts process sketches, commissions, and behind-the-scenes art.<hr /><h2 id="6.-final-thoughts-jnyliit8c">6. Final Thoughts</h2>Adam Hughes is one of the most celebrated cover artists in modern comics, known for his ability to blend beauty, storytelling, and personality in every illustration. His legacy in comics and pin-up art remains influential, and his work continues to shape how female superheroes are portrayed in pop culture.

Cheesecake Delights: American Comics Pin-ups Illustration Style (Adam Hughes)

This is epoch 12. The rest can be found here: tensor. art/models/832415609137451738/Adam-Hughes-GG1-CapD8A4Cos5-2025-02-18-23:59:51-Ep-12FLUX.1 - dev-fp8Trigger: adhughes1 illustration in a comic book styleRepeat: 20 Epoch: 4 (Trained on 60 512x512 images, 4800x3 = 14400 total steps)Unet LR: 0.0005 Scheduler: cosine Optimizer: AdamW<ul><li>Network Dim: 8: Alpha: 4</li><li>Epoch Loss</li><li>1 0.396</li><li>2 0.382</li><li>3 0.379</li><li>4 0.370</li><li>continue</li><li>5 0.371</li><li>6 0.362</li><li>7 0.344</li><li>8 0.332</li><li>continue</li><li>9	0.349</li><li>10	0.336</li><li>11	0.317</li><li>12	0.309 &lt;- lowest</li></ul>

adhughes1_cap_d8a4e12.safetensors

v1.0 (Epoch 12)

Qwen (v1.0)

v0.9 (Epoch 8)

Epoch 1-12 are trained at 512x512.Result is good, but hands can be rendered badly. So removed images that shows "questionable hands", reducing dataset from 60-42, and trained at 1024x1024 for thisi smaller set. Not all the images are high res, but most are at least 800.So epoch 9a-12a are trained at 1024x1024

Files with SHA256: db491914cb0d6bf6b2b2172c7e2341e7ababf5f3ec1f6e99584406c75e1013db