AI-KSK TUTORIALS
Tutorials
A learning directory built from AI-KSK videos: results, models, nodes, troubleshooting, and production systems.
746 published videos Links to existing video details
Topic collections
Existing videos regrouped by model, goal, and common blockers. A video may appear in several collections.
Krea 2 10 Every AI-KSK hands-on video on Krea 2: image cleanup, editing, noise sampling, Depth control, character LoRA, and upscaling. Open collection LTX Video 57 AI-KSK hands-on videos on LTX 2.3: image-to-video, regeneration, three-stage rendering, avatars, storyboards, and caption cleanup. Open collection Wan Video 109 AI-KSK hands-on videos on the Wan video models: image-to-video, motion driving, first/last frame control, long-video continuation, and LoRA setups. Open collection Qwen Image Edit 53 AI-KSK hands-on videos on Qwen Image Edit: multi-image consistency, skeleton-guided editing, pixel-level control, and high-resolution processing. Open collection ComfyUI Deployment 118 AI-KSK hands-on videos on ComfyUI deployment: local install, bundled packages, cloud images, VRAM setup, and one-click environments. Open collection LoRA Training 125 AI-KSK hands-on videos on LoRA training: dataset prep, parameter setup, character and style consistency, one-click training, and result validation. Open collection ComfyUI Troubleshooting 7 ComfyUI errors and fixes documented in AI-KSK videos: missing nodes, dependency conflicts, out-of-memory, and workflows that fail to run. Open collection AI Video Generation 295 The AI-KSK AI video collection: text-to-video, image-to-video, motion driving, avatars, looping, and long-video continuation. Open collection Image Editing 107 The AI-KSK image editing collection: cleanup, inpainting, subject/outfit/scene swaps, cutouts, watermark removal, and multi-image consistency. Open collection Upscaling 141 The AI-KSK upscaling collection: super-resolution, multi-stage rendering, detail enhancement, 4K/6K output, and quality restoration. Open collection
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Starter path
See results first, then learn ComfyUI basics.
Model training Intermediate
阿里开源 PDD 8步加速调度来了！强强联手最新版 Director 导演台，MiniMax H3 九套主流程一次跑通
Open tutorialAI video Intermediate
MiniMax H3社区彻底玩疯了！PinkCherry、10Eros Hybrid、Remix三大强化模型+DaSiWa导演流，专项强化镜像已更新
Open tutorialModel training Intermediate
MiniMax H3多参导演台的无限时长玩法,上下文接力续写突破15秒,一次直出一集完整故事短片
Open tutorialAI 3D Intermediate
MiniMax H3二阶迎来史诗级增强，专用3D Latent模型潜空间直接放大，4+4高低噪提速，FL2VA Ref2VA全面升级
Open tutorialAI image Intermediate
Anima从2B扩到2.9B，动漫角色复现明显增强！三阶渲染、智能图生图、分块高清重绘等6套ComfyUI工作流分享+80张实测
Open tutorialAI video Intermediate
MiniMax H3视频生成式通用放大｜全部整理开源：任意视频高清重绘 + FL2VA/Ref2VA二阶三阶 + LTX2.5完整方案
Open tutorial6
AI image
Image generation, editing, references, and upscaling.
AI image Intermediate
Anima从2B扩到2.9B，动漫角色复现明显增强！三阶渲染、智能图生图、分块高清重绘等6套ComfyUI工作流分享+80张实测
Open tutorialAI image Intermediate
Krea 2居然也会做图像编辑了！美女编辑效果远超预期，换人换装换场景全实测
Open tutorialAI image Intermediate
Krea2进阶洗图一站式解决方案：提示词自动反推、二阶/三阶高清渲染、结构控制、超采放大及本地/线上批量处理，三套工作流完全免费分享（五）
Open tutorialAI image Intermediate
我把Krea2所有狠活都塞进一个镜像了！24套生成、编辑、精准控制与4K—6K高清放大工作流，打开直接用
Open tutorialAI image Intermediate
Anima美学彻底进化｜Aesthetic 1.0、1.0b、Turbo三模型30组120张图深度横评，开源动漫文生图进入直接成片时代。给我按这个标题给我哔哩哔
Open tutorialAI image Intermediate
Anima前沿流程聚合镜像来了：20套工作流一次跑通，Turbo 0.2加速、NAG反向增强、LLLite全系控制与高清修复全覆盖
Open tutorial6
AI video
Image-to-video, long video, loops, and motion control.
AI video Intermediate
2026年做视频，可能真的不用先学AE了，花生AI稿件一键成片，MG动画直接抽
Open tutorialAI video Intermediate
MiniMax H3社区彻底玩疯了！PinkCherry、10Eros Hybrid、Remix三大强化模型+DaSiWa导演流，专项强化镜像已更新
Open tutorialAI video Intermediate
MiniMax H3视频生成式通用放大｜全部整理开源：任意视频高清重绘 + FL2VA/Ref2VA二阶三阶 + LTX2.5完整方案
Open tutorialAI video Intermediate
LTX-2.5正式开源！ComfyUI官方+Lightricks官方高阶工作流全部集成，一套镜像直接开玩
Open tutorialAI video Intermediate
MiniMax H3满血多档位加速镜像！24G到80G+一套通吃，Turbo + SageAttention 2.2 + Spectrum三层叠满，实测4～7倍
Open tutorialAI video Intermediate
Seedance2.5到底升级了什么？多参+白模视频、30秒长叙事、精准视频编辑三项实测
Open tutorial6
Avatar and voice
Avatar, voice cloning, lip sync, and audio workflows.
AI audio Intermediate
MiniMax H3多参考终于测出最优解，H25 Hybrid混合架构胜出，高动态依然清晰不易糊，音频Reference完整保留
Open tutorialAI audio Intermediate
开源社区有史以来最强数字人！MiniMax H3 真·数字人工作流，原音频驱动、单人双人剧情全跑通
Open tutorialAI audio Beginner
以前要堆十几个模型，现在MiniMax H3一个全干了！新手入门教程：10种音画玩法、关键节点原理，免费整合包与在线工作流全分享
Open tutorialAI audio Intermediate
Bernini-R被社区焊成了“超级航母”！4步极速出片、14套工作流、S2V有声直出、VoxCPM声音克隆全部拉满，镜像一键部署
Open tutorialAI audio Intermediate
LTX2.3 厄洛斯 v1.4 三大工作流深度实测：基础高画质、音乐驱动人物动作、DMD极速采样与二阶高清精修一次讲透**
Open tutorialAI audio Intermediate
LTX2.3 3.5原创工作流套件发布：10套工程文件直给，覆盖文生图生、数字人、MSR、分镜六宫格、扩图、Retalk对口型与去水印，三阶渲染和LoRA调权重
Open tutorial6
3D
Image-to-3D, assets, and spatial scenes.
AI 3D Intermediate
MiniMax H3二阶迎来史诗级增强，专用3D Latent模型潜空间直接放大，4+4高低噪提速，FL2VA Ref2VA全面升级
Open tutorialAI 3D Intermediate
AI图转3D终于能进工作流了：Pixal3D一张图生成GLB模型，不是替代建模师，而是帮你快速做出3D资产初稿
Open tutorialAI 3D Intermediate
小云雀 / Seedance 水印、字幕、AI乱码怎么救？LTX2.3 后期救片双工作流：无痕去字幕去水印 + 全向视频扩图
Open tutorialAI 3D Intermediate
2511下的单角色一致性姿态与光影控制,VNCCS Pose Studio接入,不开第三方软件也能做3D角色编辑
Open tutorialAI 3D Intermediate
Qwen2511硬核外挂！AnyLight用3D降维打击：Blender物理渲染强制接管AI打光，复杂遮挡也能精准可控，从此告别随机抽卡！
Open tutorialAI 3D Intermediate
SCAIL更新实测,终于升级到3D姿态一致了:NLFPose驱动骨骼引导,单人/双人工作流一次讲清,整体比以前强太多
Open tutorial6
Nodes and troubleshooting
Nodes, VRAM, installation, and common errors.
AI audio Beginner
以前要堆十几个模型，现在MiniMax H3一个全干了！新手入门教程：10种音画玩法、关键节点原理，免费整合包与在线工作流全分享
Open tutorialModel training Intermediate
Krea2 前沿技术探索：高阶控制能力开启｜高低噪采样、图像编辑LoRA、Depth深度控制、多角色区域LoRA实战评测（四）
Open tutorialModel training Intermediate
王相尽显！Krea2高清成片链升级：4K/6K巨幅放大、RAW+Turbo随机性拉满，WanVAE、新K采样器、增益节点更新（二）
Open tutorialModel training Intermediate
LTX2.3 3.5视频生成大套件：9套满血工作流一键部署，三阶渲染、PromptRelay、多图参考、导演节点、LoRA调权全打通
Open tutorialAI video Intermediate
别再一条条手动配AI跳舞视频了：矩阵节点开源，人物图像×舞蹈动作一键组合，批量跑出冷启动素材
Open tutorialAI image Beginner
新手入门 Anima 看这一期就够了！16 套常用工作流直接上线：新手一键跑，老手自由组合，增益节点与控制模型 V2 全部实测
Open tutorial6
Model tests
Capabilities, settings, limits, and comparisons.
Model training Intermediate
阿里开源 PDD 8步加速调度来了！强强联手最新版 Director 导演台，MiniMax H3 九套主流程一次跑通
Open tutorialAI video Intermediate
MiniMax H3社区彻底玩疯了！PinkCherry、10Eros Hybrid、Remix三大强化模型+DaSiWa导演流，专项强化镜像已更新
Open tutorialModel training Intermediate
MiniMax H3多参导演台的无限时长玩法,上下文接力续写突破15秒,一次直出一集完整故事短片
Open tutorialAI 3D Intermediate
MiniMax H3二阶迎来史诗级增强，专用3D Latent模型潜空间直接放大，4+4高低噪提速，FL2VA Ref2VA全面升级
Open tutorialAI image Intermediate
Anima从2B扩到2.9B，动漫角色复现明显增强！三阶渲染、智能图生图、分块高清重绘等6套ComfyUI工作流分享+80张实测
Open tutorialAI audio Intermediate
MiniMax H3多参考终于测出最优解，H25 Hybrid混合架构胜出，高动态依然清晰不易糊，音频Reference完整保留
Open tutorial6
Production systems
End-to-end flow from idea to generation, fixing, and publishing.
Model training Intermediate
阿里开源 PDD 8步加速调度来了！强强联手最新版 Director 导演台，MiniMax H3 九套主流程一次跑通
Open tutorialAI video Intermediate
MiniMax H3社区彻底玩疯了！PinkCherry、10Eros Hybrid、Remix三大强化模型+DaSiWa导演流，专项强化镜像已更新
Open tutorialModel training Intermediate
MiniMax H3多参导演台的无限时长玩法,上下文接力续写突破15秒,一次直出一集完整故事短片
Open tutorialAI 3D Intermediate
MiniMax H3二阶迎来史诗级增强，专用3D Latent模型潜空间直接放大，4+4高低噪提速，FL2VA Ref2VA全面升级
Open tutorialAI image Intermediate
Anima从2B扩到2.9B，动漫角色复现明显增强！三阶渲染、智能图生图、分块高清重绘等6套ComfyUI工作流分享+80张实测
Open tutorialAI video Intermediate