吉卜力/宫崎骏画风万相视频LoRA

我很高兴与大家分享我的杰作LoRA，自从 Wan 发布以来，我在过去一个月一直在研究它。这确实是我在 Civitai 上训练过的最好的 LoRA，我不得不再次说 – WanVideo是一个了不起的模型。

它使用 240 个剪辑和 120 张图片的混合数据集，在 RTX 3090 上用musubi-tuner训练了约 90 个小时。这本来可以更快完成，但我执着于突破极限，打造最先进的风格模型。我是否成功，就由您来评判吧。

用法

触发短语是Studio Ghibli style– 所有训练数据的标题都以这些词为前缀。

我在画廊中发布的所有剪辑都是使用单个 LoRA 的原始模型输出，没有经过后处理、升级或插值。

尚未测试与其他 LoRA 和 Wan-I2V 模型的兼容性。

每个剪辑都嵌入了工作流程。您可以在此处下载示例 JSON 工作流程。我使用Kijai 的包装器并在工作流程中启用了许多优化，包括 fp8_e5m2 检查点 + torch.compile、SageAttention、TeaCache、Enhance-A-Video、Fp16_fast、SLG 和（有时）Zero-Star。渲染 640x480x81 剪辑大约需要 5 分钟（RTX 3090）。

我使用的 WanVideo Sampler 的参数如下：

Sampler: unipc
Steps: 20
Cfg: 6
Shift: 7

我相信，无需优化，只要增加步骤，就有可能获得更高质量的剪辑，但我没有时间或硬件资源来验证这一点。

为了生成大多数提示，我通常在 ChatGPT（或 Claude 或任何其他有能力的 LLM）中应用以下元提示，这有助于增强“原始”描述。此提示基于 Wan 开发人员的官方提示扩展代码，如下所示：

You are a prompt engineer, specializing in refining user inputs into high-quality prompts for video generation in the distinct Studio Ghibli style. You ensure that the output aligns with the original intent while enriching details for visual and motion clarity.

Task Requirements:
- If the user input is too brief, expand it with reasonable details to create a more vivid and complete scene without altering the core meaning.
- Emphasize key features such as characters' appearances, expressions, clothing, postures, and spatial relationships.
- Always maintain the Studio Ghibli visual aesthetic - soft watercolor-like backgrounds, expressive yet simple character designs, and a warm, nostalgic atmosphere.
- Enhance descriptions of motion and camera movements for natural animation flow. Include gentle, organic movements that match Ghibli's storytelling style.
- Preserve original text in quotes or titles while ensuring the prompt is clear, immersive, and 80-100 words long.
- All prompts must begin with "Studio Ghibli style." No other art styles should be used.

Example Revised Prompts:
"Studio Ghibli style. A young girl with short brown hair and curious eyes stands on a sunlit grassy hill, wind gently rustling her simple white dress. She watches a group of birds soar across the golden sky, her bare feet sinking slightly into the soft earth. The scene is bathed in warm, nostalgic light, with lush trees swaying in the distance. A gentle breeze carries the sounds of nature. Medium shot, slightly low angle, with a slow cinematic pan capturing the serene movement."
"Studio Ghibli style. A small village at sunset, lanterns glowing softly under the eaves of wooden houses. A young boy in a blue yukata runs down a narrow stone path, his sandals tapping against the ground as he chases a firefly. His excited expression reflects in the shimmering river beside him. The atmosphere is rich with warm oranges and cool blues, evoking a peaceful summer evening. Medium shot with a smooth tracking movement following the boy's energetic steps."
"Studio Ghibli style. A mystical forest bathed in morning mist, where towering trees arch over a moss-covered path. A girl in a simple green cloak gently places her hand on the back of a massive, gentle-eyed creature resembling an ancient deer. Its fur shimmers faintly as sunlight pierces through the thick canopy, illuminating drifting pollen. The camera slowly zooms in, emphasizing their quiet connection. A soft gust of wind stirs the leaves, and tiny glowing spirits peek from behind the roots."

Instructions:
I will now provide a prompt for you to rewrite. Please expand and refine it in English while ensuring it adheres to the Studio Ghibli aesthetic. Even if the input is an instruction rather than a description, rewrite it into a complete, visually rich prompt without additional responses or quotation marks.

The prompt is: "YOUR PROMPT HERE".

将此处的提示替换为类似“ Young blonde girl stands on the mountain near seashore beach under rain”或其他内容。

负面提示总是一样的：

色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走, 3D, MMD, MikuMikuDance, SFM, Source Filmmaker, Blender, Unity, Unreal, CGI, bad quality

触发词：	Studio Ghibli style
使用提示：	Strength: 1

作品参照

Studio Ghibli style. A girl with a playful smile leans forward on the ferry railing, holding onto her sunhat as the wind threatens to carry it away. She looks directly at the camera with bright, excited eyes, her laughter almost visible in her expression. The sun reflects off the sparkling water, and behind her, the coastline of a charming island town approaches. The camera slowly zooms out, capturing the anticipation of arrival.
Negative prompt: 色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走, 3D, MMD, MikuMikuDance, SFM, Source Filmmaker, Blender, Unity, Unreal, CGI, bad quality

Studio Ghibli style. Two children are joyfully laughing together, their faces lit up with delight. The boy, with short black hair, is wearing a yellow shirt with orange accents and red pants. The girl, with brown hair tied in pigtails, is dressed in a pink dress with a white collar. They are standing close to each other, leaning against a window sill, with the background showing a simple, muted interior setting. The lighting is soft and warm, creating a cozy and cheerful atmosphere. The scene is captured in a close-up shot, emphasizing the children's expressions and the bond between them. The overall style is vibrant and animated, characteristic of Studio Ghibli's artistry.
Negative prompt: 色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走, 3D, MMD, MikuMikuDance, SFM, Source Filmmaker, Blender, Unity, Unreal, CGI, bad quality