Wan2GP 是专为“显卡资源有限”的用户打造的**开源视频生成工具箱**。它把目前最先进的文生视频、图生视频、视频编辑模型（Wan 2.1、Hunyuan Video、LTX Video 等）做了重度优化和封装，让只有 6-8 GB 显存的旧显卡也能跑得动、跑得快，并提供了一整套 Web 界面与周边工具，做到“开箱即玩”。
一句话总结：**把原本需要 20-80 GB 显存才能跑的前沿视频模型，压缩到 6-10 GB 就能用，而且还附带丰富的后期与定制功能。**
核心亮点
1. **极低门槛**
• 6 GB 显存即可跑部分模型；支持 GTX 10/20 系等老显卡。
2. **一键全能 Web 界面**
• 纯浏览器操作：选模型、填提示词、排队生成、查看结果。
• 自动根据显卡架构下载最合适的模型权重。
3. **丰富的生成与后期工具**
• Mask 编辑器、提示词增强器、Pose/Depth/光流提取器。
• 音频自动生成（MMAudio），可直接给无声视频配同步音轨。
• Film Grain、超分、补帧、首尾帧续写、视频信息提取等。
4. **强大的可控生成**
• 支持 VACE 控制网：替换人物、场景扩展、镜头运动、多人对话同时说话（Multitalk Dual Voices）。
• 最新 7.0 版把 Wan 模型扩展成“AI PS”：一次出 4 张图、图生图高清修复、Flux Kontext 图像编辑、局部重绘等。
5. **社区共享与自定义**
• 类似 LoRA 的“Finetune”机制：用户可把新模型或微调配方写成轻量定义文件，云端托管，他人一键加载。
• 官方已预置多条加速路线（CausVid、AccVideo、FusioniX 等），最快 4-8 步出片。
6. **排队与批量**
• 可把多条任务列队，关掉浏览器回来收片；支持把刚生成的视频直接当“控制视频”继续延长或做二次创作。
典型使用场景
• 个人创作者：用笔记本 3060 6 GB 就能做 720p 短片。
• 小型工作室：老显卡集群并行跑批量广告片。
• 研究者：快速验证 LoRA、ControlNet 或新模型思路，无需购置 A100/H100。
附赠10个视频提示词给你参考
1.
A tall, athletic woman with toned legs and long straight black hair, wearing a tight white bikini, walking along a private beach at golden hour. The sun casts warm light on her tanned skin and the ocean waves gently crash behind her. She turns and smiles with a confident, seductive gaze as the wind blows her hair slightly.
2.
A sultry brunette in a deep red silk robe, standing in a luxurious bedroom with velvet curtains and soft candlelight. Her hair is loose and messy, and she slowly unties the robe to reveal a black lace teddy underneath. The camera captures every subtle movement, the glow of the candles reflecting in her eyes and on her smooth skin.
3.
A young, exotic beauty with golden tan skin and long curly brown hair, wearing a translucent white shirt and high-waisted jeans, dancing in a rooftop party at sunset. The city skyline is bathed in orange and pink hues, and the breeze lifts her hair as she sways to the music. Her smile is warm, but her eyes are full of mystery.
4.
A high-fashion model with a shaved head and sharp cheekbones, wearing a futuristic silver latex bodysuit, walking through a mirrored room filled with infinite reflections. Neon lights pulse around her, and the camera follows her movements in slow motion, highlighting the curves of her body and the shine of the fabric.
5.
A vintage Hollywood-style blonde bombshell with pin-up curls and bold red lips, wearing a tight emerald green satin dress, posing in front of a classic car in 1950s style. She winks at the camera while adjusting her gloves, and the sunlight enhances the sparkle in her eyes and the glamour of the scene.
6.
A seductive woman with a tattooed back and long wavy auburn hair, wearing a black corset and leather skirt, standing in a dimly lit jazz club. The room is filled with smoky lighting and soft saxophone music. She leans against a bar, sipping a cocktail, and glances at the camera with a knowing, sultry smile.
7.
A Brazilian beauty with a perfect hourglass figure and caramel skin, wearing a colorful carnival-inspired bikini adorned with feathers and sequins, dancing on a crowded beach during Rio Carnival. The crowd cheers, confetti flies in the air, and the camera captures her sensual dance moves and radiant energy.
8.
A mysterious gothic beauty with pale skin and black lipstick, wearing a fishnet stocking and a cropped velvet choker, walking through a haunted mansion at midnight. Candles flicker in the dark hallways, and her long red coat flows behind her. Her eyes are sharp and hypnotic as she turns to look at the camera.
9.
A confident Asian woman with glossy black hair and cat-eye makeup, wearing a tight white crop top and high-waisted shorts, walking down a crowded Tokyo street at night. Neon signs flash around her, and she moves with grace and confidence. The camera captures her silhouette against the bright city lights and the subtle sway of her hips.
10.
A seductive French woman with tousled blonde hair and natural makeup, wearing a loose white blouse and no bra, sitting on a Parisian balcony overlooking the city at dusk. She lights a cigarette and takes a slow drag, the breeze gently blowing her hair. The camera lingers on her lips, the soft lighting, and the romantic Parisian skyline behind her.
整合包说明
1 支持50系，最低可以支持到英伟达6G显卡，安装好自己显卡能支持的cuda最高版本
2 未修改任何代码。
3 代码和模型是分开打包的，只下载整合包的话打开启动后会自动下载模型文件。ckpts和loras是模型文件夹。我已经默认下载了一些模型文件。下载到整合包ckpts和loras里面就可以了。
因为模型文件实在是太大了，只上传到夸克了
https://pan.quark.cn/s/6731face8c2e
4 为了照顾那些显卡不行的小伙伴，默认的参数 选择的是LowRAM_LowVRAM, profile 4 (Default): at least 32 GB of RAM and 12 GB of VRAM, if you have little VRAM or want to generate longer videos。如果你显卡比较好，可以选择更高的参数。Configuration-Performance-Profile (for power users only, not needed to change it)
生成的视频效果演示
https://www.bilibili.com/video/BV14yhFz3Ehm/?vd_source=f0ca2a91a0d1850ea46d21a82729acaa
https://www.bilibili.com/video/BV18XWQzGES6/?vd_source=f0ca2a91a0d1850ea46d21a82729acaa
https://www.bilibili.com/video/BV1MfnYzyETM/?vd_source=f0ca2a91a0d1850ea46d21a82729acaa
https://www.bilibili.com/video/BV1knn6zXECf/?vd_source=f0ca2a91a0d1850ea46d21a82729acaa
操作教程
https://www.bilibili.com/video/BV1K682zqESs/?vd_source=f0ca2a91a0d1850ea46d21a82729acaa
Wan2GP-7.1 是汉化版
20260329 更新记录
1 更新到官方 v11.11
20260403 更新记录
1 更新到官方 v11.13
20260412 更新记录
1更新到官方 v11.26
20260417 更新记录
1更新到官方 v11.31
2 汉化了代码 Wan2GP-CN-11.31-20260417.rar就是汉化版
"The generation of the video has encountered an error, please check your terminal for more information. 'Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!'"
禁用核显
提示词必须英文吗，能不能用中文
看具体模型，有些可以中文
您好，请问自行下载的checkpoints添加后没有显示是不是需要修改什么文件才能显示？格式是safetensors和gguf两种，添加了都没办法在模型列表里面显示。谢谢
是谁告诉你这么个方法 来添加模型 你去问谁，我不知道这个方法
老师，wan2.2的Image2video 14B视频帧率在哪调整呢，生成的视频感觉帧率有点低啊
程序执行异常是什么原因？
有一个error.log里面内容是No module named 'key'
不要修改任何东西。保持网络连接
沒有修改，下了模型包和整合包，整合包解压然后启动就这样了
老师，我在抠取蒙版的时候报错，好像说我matanyone文件夹缺少一个cfg文件，我重新下载了各个版本的压缩包都没有，大概报错是这样的File "F: Wan2GP-9.84\jian27\Lib site packages\gradiolutils.py", line 884, in wrapperresponse=f*args，**kwargs)File "F: Wan2GP-9.84\preprocessingmatanyone app.py", line 616, in video mattingselect matanyone(state)File "F: Wan2GP-9.84\preprocessingmatanyone app.py", line 788, in select matanyonematanyone model.to(arg device)AttributeError:NoneType object has no attribute to
需要自己去下载对应的模型文件。
老师，我想问一下，模型和lora文件夹我理解，我是不是应该下载7.1汉化包，然后再下载最新的9.84更新包复制进去替换掉更新文件，然后把模型和lora放进去就行了，这样最新版也有汉化界面对吗
不是
emm那应该怎么搞老师，直接下载最新版然后把模型下载下来放进去就行吗
是的
老师我在运行的时候，专用gpu使用的很少，基本上4gb左右专用，然后公用gpu用了30多gb，我是16g的显存，这种情况是wan2gp做的优化还是我哪里设置出了问题，优先调用内存会影响产出速度吧
在设置那里选择你硬件配置相应的选项
这个的大模型能不能最小化下载一些，我只想用wan的，实在太大了
想最小化下载，那就不要手动下载ckpts模型文件，启动后 你选择什么运行就会自动下载对应的模型文件
解压之后运行错误
🗝️ 检测到环境变量，尝试自动验证...
✅ 密钥有效！有效期：永久有效
🚀 验证通过，正在启动主程序...
Traceback (most recent call last):
File "app.py", line 9369, in
File "app.py", line 9322, in create_ui
File "app.py", line 7003, in generate_video_tab
File "app.py", line 2701, in setup_loras
Exception: --lora-dir should be a path to a directory that contains Loras
Autosave: Queue is empty, nothing to save.
按任意键退出...
你修改过什么？
我也有一樣的問題
解壓後直接執行
沒有修改
什么都没有改动，下载下来解压运行就出现上面的提示。
loras_i2v 这个文件夹你没有下载。
OK了!感謝!
我都一樣有這錯誤, 之前都不需要lora i2v就只需要下載wan的zip檔即可用, 現在卻不行, 解壓後用不了
那你就不要升级到最新版嘛，否则升级的意义在哪里呢？
看名字就知道啊
我已經正在下載lora i2v了, 這個新的文件夾是在應用在什麼方面的?
WanGP v8.31出来了，剑哥，出来干活啦。
已经更新到了8.4
老大，这个最低内存需要多大？ 32G能运行么
应该可以
只要选择wan2.1就页面就一堆错误。
学习交流
哥，8.1官方说支持InfiniteTalk，为啥打开页面提示好几哥错误啊？谢谢
什么错误？
Exception: --lora-dir should be a path to a directory that contains Loras
这边没办法贴图啊？Wan2.1
错误
X
Refresh
Delete
Status
Infinitetalk Single Speaker 480p
The Infinitetalk model is an improved version of Multitalk that supports very long videos. This is the single speaker version.
Attention mode auto/sage2, Data Type BF16, Quantization Scaled Int8
Apply
Save
错误
X
Images as starting points for new videos
X
错误
Prompts (each new line of prompt will generate a new video, # lines = comments, !
lines = macros)
错误
Video Info and Late Post Processing & Audio Remu
看看黑色窗口提示什么
Exception: --lora-dir should be a path to a directory that contains Loras
操作什么出现的？lora文件是否放好了？
这个要怎么用啊！看不懂啊！
仔细看文章说明 有操作说明
您好，请问这个的缓存文件在哪个文件夹，谢谢
没注意