作者： 立委
立委博士，多模态大模型应用咨询师。出门问问大模型团队前工程副总裁，聚焦大模型及其AIGC应用。Netbase前首席科学家10年，期间指挥研发了18种语言的理解和应用系统，鲁棒、线速，scale up to 社会媒体大数据，语义落地到舆情挖掘产品，成为美国NLP工业落地的领跑者。Cymfony前研发副总八年，曾荣获第一届问答系统第一名（TREC-8 QA Track），并赢得17个小企业创新研究的信息抽取项目（PI for 17 SBIRs）。
短视频系列：老爸故事1
李名杰：医学论文集（30）：教育篇 - 汇编教材2
李名杰：医学论文集（31）：教育篇 - 汇编教材3
李名杰：医学论文集（32）：教育篇 - 汇编教材4
李名杰：医学论文集（33）：教育篇 - 汇编教材5
李名杰：医学论文集（34）：教育篇 - 汇编教材6
李名杰：医学论文集（35）：教育篇 - 汇编教材7
李名杰：医学论文集（36）：教育篇 - 汇编教材8
李名杰：医学论文集（37）：教育篇 - 医学讲稿提要5则
李名杰：医学论文集（38）：纪念专辑 - 影集1
李名杰：医学论文集（39）：纪念专辑 - 影集2
李名杰：医学论文集（40）：纪念专辑 - 影集3
李名杰：医学论文集（41）：老爸的故事（代后记）
《李名杰医学论文集影印版目录》
个性化精调模型 AIGC 老哥（7）
李名杰：医学论文集（20）：骨科论文7 - 外一篇
李名杰：医学论文集（21）：妇产科论文1
李名杰：医学论文集（22）：妇产科论文2-外一篇
李名杰：医学论文集（23）：妇产科论文-外二篇
李名杰：医学论文集（24）：中西医结合论文1
李名杰：医学论文集（25）：中西医结合论文2
李名杰：医学论文集（26）：中西医结合论文3-外一篇-外二篇
李名杰：医学论文集（27）：教育篇 - 手术例案
李名杰：医学论文集（28）：教育篇 - 学术主持
李名杰：医学论文集（29）：教育篇 - 汇编教材1
个性化精调图片生成实验（6）: AIGC立委先生
Black and white charcoal sketch, close-up portrait of <lora:wei:1.0>, charcoal drawing
真实得可怕，饱经沧桑。
"A hippie at woodstock, close-up portrait of <lora:wei:1.0> with long messy hair and headband, hippie jewellery, stage in the background, aged photograph, natural lighting, festival photography"：
被好莱坞抓去扮演原住民？？or Rock star？
咒语实际上是嬉皮士形象："在Woodstock的一个嬉皮士，lora:wei:1.0的特写肖像，拥有长而凌乱的头发和头带，嬉皮士风格的首饰，背景是舞台，照片带有老旧效果，自然光线，音乐节摄影。"
老友要求：来一张扬眉吐气的照片[Smile]
好，“二维卡通动漫风格的lora:wei:0.5在迪士尼的茶话会上，肩头肖像，传统的二维艺术，手绘，有边框，表情丰富，扬眉吐气，色彩鲜艳，高度细致。”
为我即将发行的卡拉OK专辑设计的封面（album art）
摇滚乐队专辑封面，专辑封面摄影，特色为lora:wei:1.0，特写镜头。
当我90岁的时候：
"A wise old man, weathered face, wrinkled eyes, knowing smile, gray hair. 90 years old, wispy gray beard, Extreme close-up of <lora:wei:1.0> as a very old man. Hyperrealistic, splash art, concept art, intricately detailed, color depth, dramatic, 2/3 face angle, side light"
梵高式自画像：
冯志伟老师说：画一张李维摘桂花！遵命：
ok 不玩了。只是想证明一点：艺术没有那么神圣，模型同样侵入。
二三流的艺术家，除了拥抱大模型，没有出路。
下面给为数字分身做一些工作，不仅仅是换装（和领带）：
下面是我们复现的结果，同样用不到20张照片做 fine tune，很像了，但创造性方面有优化空间：
个性化精调图片生成实验（5）
Creation Settings
Preset Style
Superhero
Text Prompts
"A powerful superhero. Waist up <lora:Xiaoya:1.0> superhero pose. Superhero crest, black and yellow superhero cape and underwear. HDR, high contrast, grunge, Epic cinematic brilliant stunning intricate meticulously detailed dramatic atmospheric maximalist digital matte painting"
Weight:1 Save
"Superman, twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
3095414312
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Street art
Text Prompts
"graffiti art, splash art, street art, spray paint, oil gouache melting, acrylic, high contrast, black background, close-up portrait of <lora:Xiaoya:1.0>, colorful polychromatic, ultra detailed, ultra quality, CGSociety"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
3600028138
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Bodybuilder (female)
Text Prompts
"Female bodybuilder photography, bodybuilder pose, <lora:Xiaoya:1.0>, waist-up, fake tan, bikini division, ms Olympia, bodybuilding competition, muscle definition, amazing muscles, well lit, full body shot"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
1542053502
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Hyperrealistic
个性化精调图片生成实验（4）
Creation Settings
Preset Style
Pegasus rider
Text Prompts
"Close-up portrait of <lora:wei:1.0> riding a beautiful white Horse with perfectly formed symmetrical wings, Pegasus, fantastical surreal creature art mythical creature illustration fantasycore hyperrealistic hyperdetailed concept art intricate meticulous maximalist romanticism scifi perfect composition natural colors"
Weight:1 Save
"helmet, full body, twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
wei - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
3180141569
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Dragon rider
Text Prompts
"tight shot, Portrait of <lora:wei:1.0> riding on the back of a dragon, sitting in a saddle astride the dragon, large wings, fantastical surreal, creature, fantasycore, intricate details, HDR, beautifully shot, hyperrealistic, sharp focus, 64 megapixels, perfect composition, high contrast, cinematic, atmospheric, moody"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
wei - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
2526885040
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Bodybuilder (male)
Text Prompts
"Bodybuilder photography, bodybuilder pose, fake tan, <lora:wei:1.0>, waist-up, bodybuilding competition, mr universe, muscle definition, amazing muscles, well lit"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
wei - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
3053484111
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Old man
Text Prompts
"A wise old man, weathered face, wrinkled eyes, knowing smile, gray hair. 90 years old, wispy gray beard, Extreme close-up of <lora:wei:1.0> as a very old man. Hyperrealistic, splash art, concept art, intricately detailed, color depth, dramatic, 2/3 face angle, side light"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
wei - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
119581419
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Olympic sprinter (anime)
Text Prompts
"portrait of <lora:wei:1.0> as an Olympic sprinter, stadium crowd cheering, exiting vibrant, by artist "anime", Anime Key Visual, Japanese Manga, Pixiv, Zerochan, Anime art, Fantia"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
wei - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
3848513856
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Samurai (anime)
Text Prompts
"portrait of <lora:wei:1.0> as samurai, Japanese autumn leaves, strife and danger, gloomy moody, by artist "anime", Anime Key Visual, Japanese Manga, Pixiv, Zerochan, Anime art, Fantia"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
wei - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
1329295996
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Rock star (anime)
Text Prompts
"portrait of <lora:wei:1.0> as a rock star, concert gig, stage lighting, exciting vibrant, by artist "anime", Anime Key Visual, Japanese Manga, Pixiv, Zerochan, Anime art, Fantia"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
wei - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
1507715536
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Hyperrealistic
Text Prompts
"Hyperrealistic, splash art, concept art, close-up portrait of <lora:wei:1.0>, intricately detailed, color depth, dramatic, 2/3 face angle, side light, colorful background"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
wei - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
2833565357
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Colorful explosion
Text Prompts
"Illustration of <lora:wei:1.0> head exploding with colorful splashes of acrylic paint in water. Bright colored smoke tendrils. Inspired by Alberto Seveso, Sam Spratt and beth cavener. White background. intricate, detailed, 500px, promo shot"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
wei - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
941451232
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
个性化精调图片生成实验（3）- AIGC 甜
Creation Settings
Preset Style
Sketch
Text Prompts
"One-line drawing, sketch, cross-hatching, pencil lines, portrait of <lora:Tian:1.0>, simple, rough, draft, black and white, courtroom sketch"
Weight:1 Save
"pencils, crayons, paper, twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
295214695
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Charcoal
Text Prompts
"Black and white charcoal sketch, close-up portrait of <lora:Tian:1.0>, charcoal drawing"
Weight:1 Save
"pencils, crayons, paper, twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
2699507151
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Fantasy portrait
Text Prompts
"waist-up portrait of <lora:Tian:1.0>, face visible, visiting the moon, fantasy planet, futuristic spacecraft in the background, fantastical imaginative creative, by Mark Brooks and Dan Mumford, comic book art, perfect, smooth, color"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
1684622417
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
By moonlight (anime)
Text Prompts
"head and shoulders portrait of <lora:Tian:1.0> gazing up at the stars, by moonlight, by artist "anime", Anime Key Visual, Japanese Manga, Pixiv, Zerochan, Anime art, Fantia"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
3245656870
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Row boat (anime)
Text Prompts
"waist-up portrait of <lora:Tian:1.0> in a row boat on a lake, oar paddle, beautiful scenery nature plant life, gentle calm serene, by artist "anime", Anime Key Visual, Japanese Manga, Pixiv, Zerochan, Anime art, Fantia"
Weight:1 Save
"long shot, wide shot, twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
3951260670
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Pirate (anime)
Text Prompts
"portrait of <lora:Tian:1.0> as a disney swashbuckling pirate, shabby rough tough, embroidered gold buttons, hat with feather, pirate ship, ocean spray, parrot, by artist "anime", Anime Key Visual, Japanese Manga, Pixiv, Zerochan, Anime art, Fantia"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
507125058
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Soggy child
Text Prompts
"Adorable chibified <lora:Tian:1.0>, "stormy rainy sky, thunderstorm', shiny detailed sharp prismatic eyes, sad expession, soggy wet sopping wet, by Awwchang and James Christensen and CGSociety and Carne Griffiths, ultradetailed, intricate, maximalist, ultra_quality, 8k resolution, beautiful composition"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
2674152979
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Old woman
Text Prompts
"A wise old woman, weathered face, wrinkled eyes, knowing smile, gray hair. 90 years old, Extreme close-up of <lora:Tian:1.0> as a very old woman. Hyperrealistic, splash art, concept art, intricately detailed, color depth, dramatic, 2/3 face angle, side light"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
1856242762
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Toy doll
Text Prompts
"doll puppet toy wool fluffy thread texture, portrait of <lora:Tian:0.8>, highly detailed"
Weight:1 Save
"tiling, collage, twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
2398697575
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE
Creation Settings
Preset Style
Album cover
Text Prompts
"rock band album cover, Album cover phography, featuring <lora:Tian:1.0>, close-up shot"
Weight:1 Save
"twins, two people, multiple people, cross-eyed, cleavage, bare chest, stretched, from behind, over the shoulder, full shot, long shot, ugly, out of frame, extra limbs, disfigured, deformed, blurry, bad anatomy, watermark, signature"
Weight:-0.8 Save
Model
SDXL 1.0
Addon Models
Tian - private fine-tuned model by 999liwei
Initial Resolution
Medium
Runtime
Short
Seed
1034862019
Overall Prompt Weight
50%
Sampling method
K_DPMPP_2M
CLIP Guidance
NONE