Comfy-Org · comfyui-wiki · Aug 14, 2026 · Aug 13, 2026 · Aug 14, 2026 · Aug 14, 2026
diff --git a/ja/tutorials/image/mage-flow/mage-flow.mdx b/ja/tutorials/image/mage-flow/mage-flow.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Mage-Flow: ComfyUI Workflow Example"
-description: "Mage-Flowは、Microsoftが開発したコンパクトな4Bパラメータ生成スタックで、テキストから画像への生成と指示ベースの画像編集を実現します。Mage-VAEと、整流フローマッチングを用いたNative-Resolution Multimodal Diffusion Transformer（NR-MMDiT）を採用しています。"
+description: "Mage-Flowは、Microsoft製のコンパクトな4Bモデルで、ComfyUIでテキストから画像への生成と指示ベースの画像編集を実現します。最大2Kのネイティブ解像度に対応。"
 sidebarTitle: "Mage-Flow"
 translationSourceHash: e9e74016
 translationFrom: tutorials/image/mage-flow/mage-flow.mdx

diff --git a/ja/tutorials/partner-nodes/google/nano-banana-pro.mdx b/ja/tutorials/partner-nodes/google/nano-banana-pro.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Nano Banana Pro: スタジオ品質のAI画像生成"
-description: "ComfyUIでNano Banana Pro（Gemini 3 Pro Image）を使用して、プロダクションレディな4K画像を生成・編集。高度なテキストレンダリング、キャラクターの一貫性、世界知識を備えています。"
+description: "ComfyUIでNano Banana Pro（Gemini 3 Pro Image）を使用して、プロダクションレディな4K画像を生成・編集。高度なテキストレンダリングとキャラクターの一貫性を備えています。"
 sidebarTitle: "Nano Banana Pro"
 translationSourceHash: 6fa5a74c
 translationFrom: tutorials/partner-nodes/google/nano-banana-pro.mdx

diff --git a/ja/tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx b/ja/tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx
@@ -1,6 +1,6 @@
 ---
 title: "ComfyUIでのHappyHorse 1.1ビデオ生成"
-description: "ComfyUIでパートナーノードを介してHappyHorse 1.1を使用し、画像から動画、テキストから動画、参照から動画でネイティブ同期オーディオと映画的なマルチショットストーリーテリングを実現する方法を学びます"
+description: "ComfyUIのパートナーノードでHappyHorse 1.1を使用し、画像から動画、テキストから動画、参照から動画を生成。ネイティブ同期オーディオとマルチショットシーンに対応。"
 sidebarTitle: "HappyHorse 1.1"
 translationSourceHash: d38c6fbf
 translationFrom: tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx

diff --git a/ja/tutorials/video/ltx/ltx-2-5.mdx b/ja/tutorials/video/ltx/ltx-2-5.mdx
@@ -1,6 +1,6 @@
 ---
 title: "LTX-2.5: ComfyUI ワークフロー例"
-description: "ComfyUI で LTX-2.5 を使用する方法を説明します。テキストから動画へ、画像から動画へ、先頭・最終フレームから動画生成のためのネイティブワークフローを備え、ピクセルディフュージョン品質、ネイティブマルチショットシーン、同期オーディオに対応しています。"
+description: "ComfyUIでLTX-2.5を使用して、テキストから動画、画像から動画、先頭・最終フレームから動画を生成するネイティブワークフロー。同期オーディオとネイティブマルチショットシーンに対応。"
 sidebarTitle: "LTX-2.5"
 translationSourceHash: 34280157
 translationFrom: tutorials/video/ltx/ltx-2-5.mdx

diff --git a/ja/tutorials/video/minimax/minimax-h3.mdx b/ja/tutorials/video/minimax/minimax-h3.mdx
@@ -1,6 +1,6 @@
 ---
 title: "ComfyUI で MiniMax H3 を使用：T2V、I2V、R2V ビデオワークフロー"
-description: "オープンウェイトのMiniMax H3をComfyUIで使用する方法を学びます。テキストから動画へ、画像から動画へ、参照から動画へのネイティブワークフローを備え、すべてネイティブのステレオオーディオに対応しています。"
+description: "オープンウェイトのMiniMax H3をComfyUIで使用する方法を学びます。テキストから動画、画像から動画、参照から動画へのネイティブワークフローを備え、ステレオオーディオに対応。"
 sidebarTitle: "MiniMax H3"
 translationSourceHash: 3bcdc664
 translationFrom: tutorials/video/minimax/minimax-h3.mdx

diff --git a/ko/tutorials/image/mage-flow/mage-flow.mdx b/ko/tutorials/image/mage-flow/mage-flow.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Mage-Flow: ComfyUI 워크플로우 예제"
-description: "Mage-Flow는 Microsoft의 컴팩트한 4B 파라미터 생성 스택으로, 텍스트-이미지 생성 및 명령 기반 이미지 편집을 지원합니다. Mage-VAE와 Native-Resolution Multimodal Diffusion Transformer (NR-MMDiT)를 rectified flow matching과 함께 사용합니다."
+description: "Mage-Flow는 Microsoft의 컴팩트한 4B 모델로, ComfyUI에서 텍스트-이미지 생성 및 명령 기반 이미지 편집을 지원하며 최대 2K의 네이티브 해상도를 제공합니다."
 sidebarTitle: "Mage-Flow"
 translationSourceHash: e9e74016
 translationFrom: tutorials/image/mage-flow/mage-flow.mdx

diff --git a/ko/tutorials/partner-nodes/google/nano-banana-pro.mdx b/ko/tutorials/partner-nodes/google/nano-banana-pro.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Nano Banana Pro: 스튜디오 품질 AI 이미지 생성"
-description: "ComfyUI에서 Nano Banana Pro(Gemini 3 Pro Image)를 사용하여 프로덕션 준비가 완료된 4K 이미지를 생성하고 편집할 수 있습니다. 고급 텍스트 렌더링, 캐릭터 일관성, 세계 지식 등의 기능을 제공합니다."
+description: "ComfyUI에서 Nano Banana Pro(Gemini 3 Pro Image)를 사용하여 프로덕션 준비가 완료된 4K 이미지를 생성하고 편집할 수 있습니다. 고급 텍스트 렌더링과 캐릭터 일관성을 제공합니다."
 sidebarTitle: "Nano Banana Pro"
 translationSourceHash: 6fa5a74c
 translationFrom: tutorials/partner-nodes/google/nano-banana-pro.mdx

diff --git a/ko/tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx b/ko/tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx
@@ -1,6 +1,6 @@
 ---
 title: "ComfyUI에서 HappyHorse 1.1 비디오 생성"
-description: "ComfyUI에서 파트너 노드로 HappyHorse 1.1을 사용하여 이미지 기반 비디오 생성, 텍스트 기반 비디오 생성, 레퍼런스 기반 비디오 생성을 수행하고 네이티브 동기화 오디오와 시네마틱 멀티샷 스토리텔링을 활용하는 방법을 알아보세요."
+description: "ComfyUI 파트너 노드로 HappyHorse 1.1을 사용하여 이미지 기반, 텍스트 기반, 레퍼런스 기반 비디오를 생성하세요. 네이티브 동기화 오디오와 멀티샷 장면을 지원합니다."
 sidebarTitle: "HappyHorse 1.1"
 translationSourceHash: d38c6fbf
 translationFrom: tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx

diff --git a/ko/tutorials/video/ltx/ltx-2-5.mdx b/ko/tutorials/video/ltx/ltx-2-5.mdx
@@ -1,6 +1,6 @@
 ---
 title: "LTX-2.5: ComfyUI 워크플로 예시"
-description: "ComfyUI에서 LTX-2.5를 사용하는 방법을 알아보세요. 텍스트 기반 비디오 생성, 이미지 기반 비디오 생성, 첫 번째-마지막 프레임 기반 비디오 생성용 네이티브 워크플로와 pixel-diffusion 품질, 네이티브 멀티샷 장면, 동기화된 오디오를 제공합니다."
+description: "ComfyUI에서 LTX-2.5로 텍스트 기반 비디오, 이미지 기반 비디오, 첫 번째/마지막 프레임 기반 비디오를 생성하는 네이티브 워크플로를 사용하세요. 동기화된 오디오와 네이티브 멀티샷 장면을 지원합니다."
 sidebarTitle: "LTX-2.5"
 translationSourceHash: 34280157
 translationFrom: tutorials/video/ltx/ltx-2-5.mdx

diff --git a/ko/tutorials/video/minimax/minimax-h3.mdx b/ko/tutorials/video/minimax/minimax-h3.mdx
@@ -1,6 +1,6 @@
 ---
 title: "ComfyUI에서 MiniMax H3 사용: T2V, I2V, R2V 비디오 워크플로"
-description: "ComfyUI에서 오픈 가중치 MiniMax H3를 사용하는 방법을 알아보세요. 텍스트 기반 비디오 생성, 이미지 기반 비디오 생성, 레퍼런스 기반 비디오 생성을 위한 네이티브 워크플로를 제공하며, 모든 기능에서 네이티브 스테레오 오디오를 지원합니다."
+description: "ComfyUI에서 오픈 가중치 MiniMax H3를 사용하는 방법을 알아보세요. 텍스트 기반, 이미지 기반, 레퍼런스 기반 비디오 생성을 위한 네이티브 워크플로를 제공하며 스테레오 오디오를 지원합니다."
 sidebarTitle: "MiniMax H3"
 translationSourceHash: 3bcdc664
 translationFrom: tutorials/video/minimax/minimax-h3.mdx

diff --git a/tutorials/image/mage-flow/mage-flow.mdx b/tutorials/image/mage-flow/mage-flow.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Mage-Flow: ComfyUI Workflow Example"
-description: "Mage-Flow is a compact 4B-parameter generative stack from Microsoft for text-to-image generation and instruction-based image editing. It uses Mage-VAE and a Native-Resolution Multimodal Diffusion Transformer (NR-MMDiT) with rectified flow matching."
+description: "Mage-Flow is Microsoft's compact 4B model for text-to-image generation and instruction-based image editing in ComfyUI, with native resolutions up to 2K."
 sidebarTitle: "Mage-Flow"
 ---
 

diff --git a/tutorials/partner-nodes/google/nano-banana-pro.mdx b/tutorials/partner-nodes/google/nano-banana-pro.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Nano Banana Pro: Studio-Quality AI Image Generation"
-description: "Generate and edit production-ready 4K images with Nano Banana Pro (Gemini 3 Pro Image) in ComfyUI, featuring advanced text rendering, character consistency, and world knowledge"
+description: "Generate and edit production-ready 4K images with Nano Banana Pro (Gemini 3 Pro Image) in ComfyUI, with advanced text rendering and character consistency."
 sidebarTitle: "Nano Banana Pro"
 ---
 

diff --git a/tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx b/tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx
@@ -1,6 +1,6 @@
 ---
 title: "HappyHorse 1.1 Video Generation in ComfyUI"
-description: "Learn how to use HappyHorse 1.1 via Partner Nodes in ComfyUI for image-to-video, text-to-video, and reference-to-video with native synchronized audio and cinematic multi-shot storytelling"
+description: "Use HappyHorse 1.1 via ComfyUI Partner Nodes for image-to-video, text-to-video, and reference-to-video with native synchronized audio and multi-shot scenes."
 sidebarTitle: "HappyHorse 1.1"
 ---
 

diff --git a/tutorials/video/ltx/ltx-2-5.mdx b/tutorials/video/ltx/ltx-2-5.mdx
@@ -1,6 +1,6 @@
 ---
 title: "LTX-2.5: ComfyUI Workflow Examples"
-description: "Learn how to use LTX-2.5 in ComfyUI with native workflows for text-to-video, image-to-video, and first-last-frame-to-video, with pixel-diffusion quality, native multishot scenes, and synchronized audio."
+description: "Use LTX-2.5 in ComfyUI with native text-to-video, image-to-video, and first-last-frame workflows, including synchronized audio and native multishot scenes."
 sidebarTitle: "LTX-2.5"
 ---
 

diff --git a/tutorials/video/minimax/minimax-h3.mdx b/tutorials/video/minimax/minimax-h3.mdx
@@ -1,6 +1,6 @@
 ---
 title: "MiniMax H3 in ComfyUI: T2V, I2V, and R2V Video Workflows"
-description: "Learn how to use the open-weights MiniMax H3 in ComfyUI with native workflows for text-to-video, image-to-video, and reference-to-video, all with native stereo audio."
+description: "Learn how to use the open-weights MiniMax H3 in ComfyUI with native text-to-video, image-to-video, and reference-to-video workflows with stereo audio."
 sidebarTitle: "MiniMax H3"
 ---
 

diff --git a/zh/tutorials/image/mage-flow/mage-flow.mdx b/zh/tutorials/image/mage-flow/mage-flow.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Mage-Flow：ComfyUI 工作流示例"
-description: "Mage-Flow 是微软推出的紧凑型 4B 参数生成式模型栈，用于文生图和基于指令的图像编辑。它使用 Mage-VAE 和原生分辨率多模态扩散 Transformer（NR-MMDiT），并结合了整流流匹配（rectified flow matching）。"
+description: "Mage-Flow 是微软推出的紧凑型 4B 模型，用于在 ComfyUI 中进行文生图和基于指令的图像编辑，支持最高 2K 的原生分辨率。"
 sidebarTitle: "Mage-Flow"
 translationSourceHash: e9e74016
 translationFrom: tutorials/image/mage-flow/mage-flow.mdx

diff --git a/zh/tutorials/partner-nodes/google/nano-banana-pro.mdx b/zh/tutorials/partner-nodes/google/nano-banana-pro.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Nano Banana Pro：工作室级 AI 图像生成"
-description: "使用 ComfyUI 中的 Nano Banana Pro（Gemini 3 Pro Image）生成和编辑适合生产环境的 4K 图像，具备高级文本渲染、角色一致性和世界知识"
+description: "使用 ComfyUI 中的 Nano Banana Pro（Gemini 3 Pro Image）生成和编辑适合生产环境的 4K 图像，具备高级文本渲染和角色一致性。"
 sidebarTitle: "Nano Banana Pro"
 translationSourceHash: 6fa5a74c
 translationFrom: tutorials/partner-nodes/google/nano-banana-pro.mdx

diff --git a/zh/tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx b/zh/tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx
@@ -1,14 +1,14 @@
 ---
 title: "在 ComfyUI 中使用 HappyHorse 1.1 生成视频"
-description: "了解如何通过 ComfyUI 中的合作节点使用 HappyHorse 1.1 进行图生视频、文生视频和参考生视频，具有原生同步音频和电影级多镜头叙事"
+description: "通过 ComfyUI 合作节点使用 HappyHorse 1.1 进行图生视频、文生视频和参考生视频，支持原生同步音频和多镜头场景。"
 sidebarTitle: "HappyHorse 1.1"
-translationSourceHash: 566e880b
+translationSourceHash: d38c6fbf
 translationFrom: tutorials/partner-nodes/happyhorse/happyhorse1-1.mdx
 translationBlockHashes:
   "_intro": 6ae1c8e8
   "Highlights": 10f03d9f
   "HappyHorse 1.1 text-to-video": e06a1095
-  "HappyHorse 1.1 image-to-video": 2fa5bff9
+  "HappyHorse 1.1 image-to-video": 712c429c
   "HappyHorse 1.1 reference-to-video": db2447f9
   "Getting started": 27bbb438
 ---

diff --git a/zh/tutorials/video/ltx/ltx-2-5.mdx b/zh/tutorials/video/ltx/ltx-2-5.mdx
@@ -1,6 +1,6 @@
 ---
 title: "LTX-2.5：ComfyUI 工作流示例"
-description: "了解如何通过原生工作流在 ComfyUI 中使用 LTX-2.5，实现文生视频、图生视频和首尾帧生视频，具备像素级 diffusion 质量、原生多镜头场景和同步音频。"
+description: "在 ComfyUI 中使用 LTX-2.5，通过原生工作流实现文生视频、图生视频和首尾帧生视频，支持同步音频和原生多镜头场景。"
 sidebarTitle: "LTX-2.5"
 translationSourceHash: 34280157
 translationFrom: tutorials/video/ltx/ltx-2-5.mdx

diff --git a/zh/tutorials/video/minimax/minimax-h3.mdx b/zh/tutorials/video/minimax/minimax-h3.mdx
@@ -1,6 +1,6 @@
 ---
 title: "在 ComfyUI 中使用 MiniMax H3：T2V、I2V 和 R2V 视频工作流"
-description: "了解如何在 ComfyUI 中使用开放权重的 MiniMax H3，借助原生工作流实现文生视频、图生视频和参考生视频，并支持原生立体声音频。"
+description: "了解如何在 ComfyUI 中使用开放权重的 MiniMax H3，通过原生工作流实现文生视频、图生视频和参考生视频，支持立体声音频。"
 sidebarTitle: "MiniMax H3"
 translationSourceHash: 3bcdc664
 translationFrom: tutorials/video/minimax/minimax-h3.mdx