在AI艺术创作的浩瀚宇宙中，微调模型以其独特的能力，将个性化创作推向了一个新的高度。通过对预训练大模型进行精细调整，微调技术能够生成与原训练数据风格相似或针对特定领域优化的图像，如动漫、写实、古风等。这篇文章将为你展开一幅广阔的AI模型图谱，引导你在多样化的微调模型世界中找到那些最能满足你艺术创作需求的宝藏。
微调模型应用
微调技术通过对特定小型数据集的额外训练，赋予了模型生成特定风格图像的能力。例如，Anything V3模型经动漫图片训练后，默认生成动漫风格图像，展示了微调技术在精细化领域应用的强大潜力。
模型的多样化
Stable Diffusion模型家族，以其强大的功能和灵活的应用，成为了AI艺术创作的重要工具。从实现高度真实感的Realistic Vision，到专为动漫爱好者设计的Anything V3，再到能够生成精细古风图像的国风系列，这些模型不仅拓宽了艺术创作的边界，也为创作者提供了无限的可能性。
如何选择合适的模型
选择合适的微调模型是实现创作愿景的关键一步。基于你的具体需求，例如追求写实感、动漫风格或特定的艺术风格，可以从以下几类模型中进行选择：
二次元模型
Anything系列
专为生成高质量动漫风格图像设计。
提示词：solo, 1girl, portrait, looking at viewer, masterpiece, best quality, 8k,
反向提示词: (worst quality, low quality:1.4), (bad-image-v2-39000:0.75), (bad_prompt_v2:0.85), (censored, bar censor), cropped, mature,
葡萄柚、Hassaku系列
拥有明亮、清晰的动漫风格的模型
模型：hassaku
提示词：masterpiece, best quality, 1girl, red eyes, white hair, mechanical legs, raincoat, black gloves, black coat, raining, sky, ruins, rifle, headset, rubble, android, long hair, halo, detailed eyes
反向提示词：(worst quality, low quality:1.4),
Cetus-Mix
二次元的混合模型，对提示词的要求不高
提示词：1girl,cetus,coda,ocean
反向提示词： lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry
写实模型
Chilloutmix/Chikmix
亚洲美女模型，网上你看到的AI美女，基本上都是这个模型生成的。
Deliberate系列
一个万能模型，风格上偏油画和数绘风格。
提示词：end of the world, epic realistic, (hdr:1.4), (muted colors:1.4), apocalypse, freezing, abandoned, neutral colors, night, screen space refractions, (intricate details), (intricate details, hyperdetailed:1.2), artstation, cinematic shot, vignette, complex background, buildings, snowy
反向提示词: poorly drawn
提示词：a 42 yo milkman, smiling, (milk bar:1.2), (gray apron:0.9), cook hat, artstation, (epic realistic:1.2), (hdr:1.3), (dark shot:0.7), intricate details, [[rutkowski]], intricate, cinematic, detailed
反向提示词: (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation
Realistic Vision系列
适合创作高度真实感的人物、物体和场景图像。
模型：realisticVisionV2.0
提示词：b&w photo of 42 y.o man in black clothes, bald, face, half body, body, high detailed skin, skin pores, coastline, overcast weather, wind, waves, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3
反向提示词: (semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck
模型：realisticVisionV2.0
提示词：close up photo of a rabbit, forest, haze, halation, bloom, dramatic atmosphere, centred, rule of thirds, 200mm 1.4f macro shot
反向提示词: (semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck
2.5D/数绘风格模型
PerfectWorld
偏2.5D，介于动漫和写实之间。
国风系列
介于动漫与写实之间，提供独特的视觉体验。
模型：GuoFeng3.2
提示词：best quality, masterpiece, highres, 1girl,blush,(seductive smile:0.8),star-shaped pupils, china hanfu, hair ornament, necklace, jewelry, Beautiful face,upon_body, tyndall effect, photorealistic, dark studio, rim lighting, two tone lighting,(high detailed skin:1.2), 8k uhd, dslr, soft lighting, high quality, volumetric lighting, candid, Photograph, high resolution, 4k, 8k, Bokeh
反向提示词: (((simple background))),monochrome ,lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, lowres, bad anatomy, bad hands, text, error, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, ugly, pregnant, vore, duplicate, morbid, mut ilated, tran nsexual, hermaphrodite, long neck, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, bad anatomy, bad proportions, malformed limbs, extra limbs, cloned face, disfigured, gross proportions, (((missing arms))),(((missing legs))), (((extra arms))),(((extra legs))),pubic hair, plump,bad legs, error legs, username, blurry, bad feet
特定风格模型
CrispMix
非常适合时尚服装的展示
linecakeA1
专注于特定的艺术表达。
总结
在AI艺术的广阔天地中，微调模型如同一把钥匙，开启了通往个性化创作的大门。通过本文的介绍，希望你能够找到那些最适合你艺术风格和创作需求的模型，从而在AI艺术创作的旅程上更进一步。
阅读全文
