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LoRA Model Card: svjack/Watanuki_Kimihiro_wan_2_2_14B_lora

Introspective and Melancholic Aesthetic

Base Model: Wan2.2_T2V_A14B Fine-tuned Adapters:

  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_high_noise.safetensors (weight: 1.0)
  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_low_noise.safetensors (weight: 1.0)

Key Strengths:

  • Atmospheric Solitude: Excellently captures a profound sense of quiet loneliness and introspective thought, often set against serene urban or traditional Japanese backdrops.
  • Tactile Detailing: Renders fine textures like woolen coats, aged paper, antique porcelain, and woven fabrics with high fidelity, enhancing the immersive quality.
  • Light and Shadow Play: Mastery in depicting subtle lighting, from the warm glow of afternoon sun in dusty rooms to the cool luminescence of streetlights on a quiet night.
  • Emotional Resonance: Conveys a spectrum of nuanced emotions, from pensive melancholy to quiet reverence, often through solitary activities and contemplative poses.

Optimized Example Prompts

Example 1: Lonely Nighttime Stroll

Prompt:

二次元动漫风格,
一件深色风衣随夜风轻轻飘动,Watanuki Kimihiro 双手插在风衣口袋里,独自走在宁静的街道上。
眼镜片上映出街边樱花树的倒影,风衣下摆偶尔被风掀起,露出内搭的高领毛衣。
路灯的光晕将他的身影拉得修长,每一步都踏在落满樱花瓣的石板路上,发出轻微的沙沙声。
他偶尔停下脚步,仰望夜空,星星在城市的灯光中若隐若现。夜风拂过他的黑发,也拂过他内心的角落。
街道两旁的店铺已经熄灯,只有他一个人,在夜晚的宁静中,与自己的思绪对话。远处传来的钟声,
为这孤独的漫步增添了一份神秘与诗意,而风衣的衣角在风中轻轻摆动,为这个夜晚增添了一份悠远的韵律。

Adapters:

  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_high_noise.safetensors (1.0)
  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_low_noise.safetensors (1.0)

Key Features:

  • Dynamic cloth simulation on the trench coat.
  • Reflective details on glass lenses and wet surfaces.
  • Contrast between the solitary figure and the vast, quiet night.
  • Subtle ambient sounds implied through visual cues (rustling petals, distant bells).


Example 2: Afternoon Reading in an Ancient Library

Prompt:

二次元动漫风格,
身着黑色双排扣西装、金色纽扣在阳光下隐隐发亮,Watanuki Kimihiro 的黑色头发在微风中轻轻晃动,
眼镜片上映出窗外飘落的樱花。他坐在古老图书馆的木制长桌前,桌上摊开一本泛黄的古籍,
指尖轻轻翻动着书页,仿佛每一页都承载着不为人知的秘密。阳光透过彩色玻璃窗洒下斑驳的光影,
照亮了他专注的侧脸,也照亮了书页上飞舞的尘埃。空气中弥漫着纸张和墨香的气息,
他的呼吸平稳而轻缓,仿佛整个世界都在这一刻静止。书架上的古书默默见证着他的沉思,
而他则完全沉浸在文字的海洋中,连眼镜滑落到鼻尖都未曾察觉。窗外的樱花瓣偶尔随风飘入,
落在书页上,为这宁静的午后增添了一抹诗意。

Adapters:

  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_high_noise.safetensors (1.0)
  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_low_noise.safetensors (1.0)

Key Features:

  • Highly detailed texturing on aged paper, wood, and fabric.
  • Volumetric lighting effects with sunbeams and dust particles.
  • A deeply peaceful and introspective atmosphere.
  • Precose character posing and subtle expressions of concentration.


Example 3: Quiet Tidying in an Antique Shop

Prompt:

二次元动漫风格,
一身深灰色毛衣搭配米色围裙,Watanuki Kimihiro 站在古董店的角落,手中小心翼翼地擦拭着一个年代久远的青花瓷瓶。
眼镜后的双眸透着对古物的敬畏与好奇,衣袖轻轻卷起,露出细长的手指。木质地板在脚下发出轻微的吱呀声,
而他擦拭瓷器的动作是那样轻柔,仿佛生怕惊扰了时间沉淀的记忆。阳光从店门口斜斜照进来,拉长了他的身影,
也拉长了古董上的光晕。灰尘在光线中舞蹈,如同时光的碎片,而他则静静地守护着这些被遗忘的美好,
仿佛守护着自己的内心世界。围裙口袋里露出一支羽毛笔,为这个场景增添了一份文人气息。

Adapters:

  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_high_noise.safetensors (1.0)
  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_low_noise.safetensors (1.0)

Key Features:

  • Exceptional material rendering on porcelain, wood, and woven fabrics (sweater, apron).
  • Volumetric rays of sunlight illuminating dust particles.
  • A profound atmosphere of tranquility, reverence, and guardianship.
  • Meticulous attention to small, meaningful details (feather pen, rolled-up sleeves).


Example 4: Elegant Tea Ceremony

Prompt:

二次元动漫风格,
换上一袭深蓝色和服,腰间系着浅色的织带,Watanuki Kimihiro 跪坐在榻榻米上,双手端起一只精致的茶碗,
茶水的热气在眼镜片上蒙上了一层薄雾。和服的宽大袖口随着他的动作轻轻摆动,袖口边缘绣着淡雅的樱花图案。
他轻轻吹散热气,低头品味着茶的苦涩与回甘,动作优雅而从容。茶室内的光线柔和而温润,竹帘外偶尔传来鸟鸣声,
更衬托出室内的宁静。茶具在桌上排列整齐,每一个细节都透露出日本传统的美学追求。他的眼神透过眼镜片,
望向茶碗中的倒影,似乎在寻找某种答案,又似乎只是享受这短暂的平静。和服的衣摆与茶室的简约风格相得益彰,
让整个画面更显古典韵味。

Adapters:

  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_high_noise.safetensors (1.0)
  • Watanuki_Kimihiro_wan_2_2_14B_lora_000002750_low_noise.safetensors (1.0)

Key Features:

  • Intricate patterning and texture on traditional kimono fabric.
  • Steam and light interaction effects on glass surfaces.
  • Composition emphasizing traditional Japanese aesthetics and tranquility.
  • Captures subtle, graceful movements and a deeply contemplative mood.


Technical Parameters

Setting Recommendation Notes
CFG Scale 1 (Fixed) Inherited from the Wan2.2 architecture requirement.
Sampler uni_pc Optimal for capturing the nuanced atmospherics and textures.
Steps 4 Provides a good balance between detail and generation speed.
Resolution 1280x768 Maintains VRAM efficiency while preserving detail.
Motion Factor 2-4 Use lower values for subtle gestures (reading, tea ceremony) and higher for dynamic elements (wind-blown coat).

Performance Profile

  • VRAM Usage: Approximately ~23GB at 1280x768 resolution (tested on RTX 4090).
  • Render Speed: Typically between 35-50 seconds per frame.
  • Troubleshooting:
    • Overly Muted Colors: Add vibrant or rich colors to the prompt. Consider slightly increasing the Motion Factor to enhance material vibrancy.
    • Static Poses: Use action verbs in prompts (walking, wiping, kneeling). Increase Motion Factor to 4-6 for more dynamic scenes.
    • Loss of Fine Detail (e.g., glasses, embroidery): Apply a detail_enhancer node in your workflow with a strength of 0.3 to 0.5.

License

CC-BY-NC-SA 4.0 (Non-commercial, share-alike) Community Hub: https://huggingface.co/svjack/Watanuki_Kimihiro_wan_2_2_14B_lora/discussions

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