需已有可用的 ComfyUI 安装,并按其引导下载所选工作流所需的模型文件;LTX 2.5 与 MiniMax H3 使用 NVIDIA 专用权重,Apple Metal 与 AMD ROCm 暂不可用;想用应用内更新就不要用 GitHub 的 Download ZIP 下载。
Mix-Studio
BlackMixtureGPL-3.0活跃维护基于 ComfyUI 的响应式 AI 创作工作台,在电脑或手机上流畅运行调优好的图像与视频生成工作流,适合自托管使用。
The cleanest, responsive AI workspace. Run highly tuned image and video workflows flawlessly from your desktop or your phone. Built on ComfyUI.
Windows 运行下载的 .bat;macOS 执行 zsh ~/Downloads/install_MixStudio.command;Linux 克隆仓库后运行 ./start-mixstudio.shWindows 配 NVIDIA 支持完整工作流;Linux 配 NVIDIA 需已有源码版 ComfyUI 环境;Apple Silicon 走 Metal 兼容子集。最低可跑 4GB 显存的卸载式编辑工作流,图像建议 16GB 显存,较大视频工作流建议 24GB。AMD ROCm 为实验性支持。
基于 ComfyUI 的本地 Web 工作台,用现成控件跑精选图像与视频工作流,免去重建节点图
基于 ComfyUI 的响应式 AI 创作工作台,在电脑或手机上流畅运行调优好的图像与视频生成工作流,适合自托管使用。
核心能力
- 自动组装并提交 ComfyUI API 图,复用已有安装、模型与队列
- 提供 Create、Region、Edit、Video、Upscale、Library 等分工作区
- 区域提示支持每个框独立提示词、LoRA 栈与参考图
- 多参考编辑用 @Image 令牌指定输入图,支持蒙版与扩图
- 桌面与手机同一套触控界面,可经局域网或 Tailscale 访问
容易踩的坑
- v1.3.0Mix Studio v1.3.0最新正式版2026-09-24 · 2026-09-24 10:28 UTC
Mix Studio 1.3.0 adds an experimental photo-to-3D workflow and improves the existing image, video, Library, and local setup experience.
- Photo to 3D (experimental): upload a photo, generate a steady H3 orbit with RIFE 2×, and explore the resulting Gaussian splat. Includes centering, visibility controls, further training that preserves the original, and documentation-video export. Enable it in Preferences → Experimental Features.
- Additional model support: Qwen Image 2.1 generation and editing, with Balance/Quality controls, stronger quality defaults, native 2K sizing, and guidance options.
- Workspace and setup improvements: release channels, reorganized preferences, LM Studio support, LTX 2.5, queue improvements, and optional Comfy Kitchen attention for H3.
Existing update highlights remain available alongside new Qwen and 3D demos made with actual Mix Studio outputs.
3D reconstruction is experimental: generated backgrounds can still contain inconsistent geometry. RIFE smooths playback; it does not remove existing blur or create newly observed geometry. Automatic reconstruction-tool installation is available on Windows x64; other platforms require manual local-tool setup.
Install or update
Existing users: open Mix Studio's Updates inbox and install v1.3.0. New users can use the attached Windows or macOS installer. User galleries and model files are preserved.
Full changelog
Experimental photo to 3D
- Added Create → 3D behind Experimental Features, using the existing desktop input/result/Library panels and a single mobile flow.
- Generate a slower H3 orbit from a photo, apply RIFE 2× at 48 fps, then reconstruct cameras with COLMAP and train Gaussian splats with Brush, entirely on the local computer. Preserve the orbit video if reconstruction fails.
- Added verified Windows tool downloads in Preferences, a shared Balance / Quality toggle, persisted progress, and profile-scoped scene access. Keep the generation form focused on the photo and Generate.
- Open the normal Library viewer with generation settings, then choose its 3D thumbnail to expand the scene. Orbit, pan, zoom, choose a subject center, limit visible distance, and export the original PLY. Further training saves a separate version; view adjustments do not modify the saved scene.
- Added a documentation MP4 export combining the source photo, generated orbit, and an actual camera move through the splat. Reuse the existing aspect-ratio picker and restore the viewer camera afterward.
- Added optional native Comfy Kitchen attention for H3, with capability checks and mutually exclusive backend selection. Existing defaults remain unchanged.
Release highlights
- Added a Qwen generation-and-editing animation using actual Mix Studio outputs, an experimental 3D highlight, and a workspace improvements card. Preserved the LTX 2.5, H3 Turbo, Wan Animate 2 and Mix Packs cards.
Managed ComfyUI (Preview only)
- Add optional direct startup for detected Python and registered Desktop installations when generating, with owner controls in Setup.
- Verify process ownership before requesting idle model-memory release or stopping an idle managed backend; preserve separately started backends.
- Keep management off by default and limit availability to Preview/Development. Portable batch files and services retain their existing launch behavior.
Release channels
- Default community updates to exact published Stable releases, with opt-in Preview and explicit Development branch updates.
- Validate release files before applying, refuse downgrades and local-work replacement, and preserve recovery metadata/configuration snapshots.
- Add owner-controlled channel selection and safe update diagnostics; make fresh installers select published stable releases.
- Prepare draft GitHub Releases after cross-platform checks, leaving publication as an explicit maintainer action.
Qwen Image 2.1
- Added model selection to Create and Qwen Image 2.1 whole-image
- v1.2.4Mix Studio v1.2.42026-08-10 · 2026-08-10 03:15 UTC
查看更新说明
Highlights
- Updated MiniMax H3 Frames Turbo to the creator-recommended v4 adapter with a six-step default, exact adapter metadata, and compact four-step quality guidance.
- Added experimental H3 Long Context generation up to 120 seconds, including sequential clip progress, audio/video bridge continuity, Turbo support, and final MP4 joining.
- Added Match video aspect for H3 references, reference aspect badges, and clearer icon-only compatibility cautions.
- Improved Wan Animate 2 reference and performance sizing and added stage-aware Revise Prompt progress.
Mobile responsiveness
- Kept Library navigation immediately interactive by reusing the mounted grid and replacing passive full-grid refreshes with lightweight revision checks.
- Replaced full-resolution animated gallery cards with cached, silent 480p H.264 preview clips capped at 12 fps.
- Limited touch-first devices to one centered preview decoder and serialized first-time proxy creation to prevent decoder and transcode spikes.
- Made video cards open on the first mobile tap, handed playback cleanly to the full-quality expanded viewer, and paused gallery decoding behind menus and sheets.
- Fixed mobile profile-menu actions, including Edit profile and Switch profile, by handling completed touch gestures without the follow-up synthetic click closing or intercepting the destination.
Updating
Open the Mix Studio side menu and choose Update app. Server changes restart Mix Studio automatically after both Mix Studio and ComfyUI queues are idle. Your settings, profiles, gallery, and generated media are preserved.
See the full changelog for every v1.2.1–v1.2.4 change.
- v1.2.0Mix Studio v1.2.02026-08-07 · 2026-08-07 21:03 UTC
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Highlights
- Added MiniMax H3 Turbo generation with its recommended custom sampler, audio-safe workflow, configurable steps, and optional LoRA strength under Advanced settings.
- Added the official MiniMax H3 prompt guide, local no-LLM structure and dialogue formatting, and guide-aware Prompt Enhance while keeping all formatting optional at generation time.
- Made H3 Revise Prompt resilient to long ComfyUI waits with live queued/running status, explicit cancellation, bounded retries, orphan cleanup, and advisory guide warnings instead of speaker-format dead ends.
- Added SeedVR2 as a temporally coherent video post-upscale option alongside fast RTX Video Super Resolution.
- Added a centered animated update showcase with MiniMax H3 and responsive Mix Packs promos, full changelog and install actions, a desktop top-bar Update button, and a mobile profile notification and Update action.
Additional improvements
- Added critical web-asset integrity checks and startup recovery so partial desktop deployments cannot leave the app unstyled.
- Added one shared external prompt-AI provider for OpenAI, Gemini, or Ollama, with independent Image and Video switches.
- Added social-ready documentation-video aspect ratios and H.264 MP4 export with AAC audio when supported.
- Improved documentation-video prompt readability and removed duplicate MiniMax H3 reference labeling.
- Added compatibility-critical custom-node revision checks and repair support in Generation Setup.
- v1.1.0Mix Studio 1.1.0: MiniMax H3 and R2V2026-08-03 · 2026-08-03 05:08 UTC
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MiniMax H3 and workflow updates
- Added MiniMax H3 text-to-video, image-to-video, first/last-frame, and native-audio generation through ComfyUI's day-zero native nodes.
- Added H3 Reference mode for prompt-addressable image, video, and audio inputs. Its separate Ref2VA model installs only when Reference mode is selected, so standard H3 users do not download it.
- Kept LoRA sliders and hold-drag strength controls within the practical
0–2range while retaining exact manual entry from-100to100. - Made Mix Packs available from Create, Edit, and video prompt fields, including preset-card persistence, gallery metadata, and image or video documentation exports.
- Fixed desktop Image Guide and Depth Guide actions so they open the complete Create Image workspace instead of entering an invalid partial view.
- Centered the Camera Motion, Face ID, video-model, and Director story-beat dialogs with balanced viewport margins and bounded scrolling for tall content.
MiniMax H3 requires ComfyUI 0.30.0 or newer. The curated H3 installer currently targets NVIDIA hardware.
- v1.0.3Mix Studio 1.0.3: Mix Packs, setup reliability, and workflow fixes2026-07-30 · 2026-07-30 20:24 UTC
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Generation and workflows
- Added signed LoRA strengths from
-100to100across Image, Region, Edit, video, and Director workflows. Exact decimal entry is supported, and workflow graphs preserve the signed value. - Updated Strength Hunt to step from zero toward a negative current LoRA strength. Hunts remain bounded to a magnitude of
2so an extreme manual value cannot create an unexpectedly large batch. - Updated all LTX 2.3 empty-audio graphs to submit the current
frames_number,frame_rate, andbatch_sizeinputs required byLTXVEmptyLatentAudio, including standard LTX, Face ID, and 10Eros routes. - Added configurable Krea 2 Identity Edit sampling presets within the supported step and CFG range. App-managed workflow LoRAs no longer trigger misleading compatibility warnings.
- Preserved the editor prompt separately from the expanded graph prompt so gallery reuse restores the editable text without losing workflow metadata.
- Added Mix Pack preset identity to generation details and documentation exports while retaining the complete submitted prompt.
Model installation and setup
- Added resumable HTTP model downloads and isolated Hugging Face Xet acceleration, including byte progress reporting and automatic fallback when accelerated transfer fails.
- Added an optional trusted HTTPS Hugging Face-compatible download endpoint for networks that cannot reach
huggingface.co. Hugging Face access tokens are never sent to a custom endpoint. - Made the live ComfyUI model registry authoritative for compatible Krea 2 text encoders, including
qwen3vl_4b_fp8_scaled.safetensors, so existing external models are reused and their exact registered paths persist. - Expanded model discovery across configured model roots, manual subfolders, and ComfyUI extra model paths. Existing files are reused instead of downloaded again.
- Added support for ComfyUI Desktop adopted base directories when installing SAM3 custom nodes.
- Improved portable ComfyUI dependency installation with a
uvfallback for missing or brokenpipenvironments. Incompatible custom-node packages are isolated so one failure does not block unrelated selected workflows. - Corrected the Qwen and SAM model download sources used by Generation setup.
- Prevented Generation setup from launching the ComfyUI Desktop installer when Mix Studio is already connected to a portable instance but still needs its local folder selected.
Mix Packs and prompt presets
- Replaced the legacy camera control wheels with a visual, searchable Mix Pack preset browser.
- Added a dedicated pack landing grid and detail pages with pack-scoped search, continuous category sections, scroll-aware category navigation, and smooth navigation to selected sections.
- Added responsive three-column desktop and two-column mobile layouts, full-thumbnail presentation, category rail scroll controls, and clearer selected and missing-thumbnail states.
- Added independent multi-preset selection, including multiple presets from the same category, with removable thumbnail cards in Applied Looks.
- Added immediate toggle-on and toggle-off behavior and color-coded preset phrases in the prompt composer.
- Restored preset cards from saved generation metadata and from exact prompt text when transient UI state or older saved generations do not contain card state.
- Increased the Mix Pack limit to 200 presets and expanded the validated thumbnail budget.
- Added atomic upgrades for newer pack versions, permanent deletion when removing a pack, and reviewed pack installation and management under Advanced Settings.
- Added profile preferences for prompt composition and whether applied preset cards are shown.
Mobile and remote access
- Made Mix Studio installable as a Progressive Web App with Mix Studio home-screen icons, maskable artwork, a service worker, and an offline fallback page.
- Added private HTTPS phone access through an existing or newly configured Tailscale Serve route. Existing Serve configuration
- Added signed LoRA strengths from
用户点评
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Mix Studio is a local web interface that builds and submits ComfyUI API graphs for image generation, regional prompting, image editing, video generation, motion transfer, and upscaling. Its curated model families include Krea 2, Flux 2 Klein, Qwen Image 2.1, Qwen Image Edit, MiniMax H3, LTX 2.3, LTX 2.5, Wan 2.2, 10Eros, and SCAIL 2, plus Wan Animate 2.
Krea 2 editing includes Identity Edit v1.2 and the multi-reference Krea 2 Remix workflow, with an advanced Reference boost control for stronger identity and subject guidance.
- Create from anywhere: use the same touch-friendly workspace on the generation computer, a phone on the same Wi-Fi, or privately through Tailscale.
- Keep the power of ComfyUI: reuse your installation, models, custom nodes, queue, and recovery outputs.
- Stay local and in control: prompts, inputs, generated media, profiles, and galleries remain on your computer.
- Skip the node graph rebuilds: work through focused controls while Mix Studio assembles the graph for each job.
Quick setup
- Open the Mix Studio download page and choose the Windows or macOS installer, or follow the linked Linux setup.
- Open the
.baton Windows, runzsh ~/Downloads/install_MixStudio.commandon macOS, or clone the repository and run./start-mixstudio.shon Linux. - Mix Studio opens in your browser, detects an existing ComfyUI installation, and guides you through the files required by the workflows you choose.
Windows with NVIDIA supports the full curated workflow set. Linux with NVIDIA is supported through an existing source-based ComfyUI environment or an explicitly configured user service. Apple Silicon macOS uses a Metal-compatible subset with official BF16 LTX 2.3 weights. The curated LTX 2.5 and MiniMax H3 routes use NVIDIA-specific INT8 ConvRot or NVFP4/AWQ weights, so they are unavailable on Apple Metal and AMD ROCm for now. AMD ROCm on Windows or Linux is experimental and requires a working ROCm-enabled ComfyUI/PyTorch environment; Mix Studio detects AMD telemetry, keeps compatible FP8 routes, and replaces NVIDIA-only SeedVR2 attention modes with SDPA. The lowest discrete-GPU guided route is a 4 GB offloaded edit workflow; 16 GB VRAM is the practical image recommendation and 24 GB is recommended for larger video workflows.
For manual Git setup, detailed VRAM guidance, shared-model discovery, phone access, troubleshooting, and uninstall behavior, see Installation and operations. Do not use GitHub's Download ZIP if you want in-app updates.
Features
| Workspace | Highlights |
|---|---|
| Create | Krea 2 Turbo and Raw, Qwen Image 2.1, exact resolution and seed controls, batching, LoRAs, prompt enhancement, reference, style, and depth guidance. |
| Region | Aspect-correct boxes with independent prompts, LoRA stacks, and reference images combined into one coherent generation. |
| Edit | Qwen Image 2.1 whole-image editing, Flux 2 Klein, Qwen Image Edit, Krea 2 Identity Edit, and Krea 2 Remix with multiple inputs, @Image tokens, masks, inpainting, outpainting, and source preservation. |
| Video | MiniMax H3 text, first/last-frame, reference-to-video, user LoRA stacks, and experimental long-context generation; LTX 2.5 text/frame generation with synchronized audio and two-stage refinement; plus LTX 2.3, Director, Face ID lipsync, LTX Edit, 10Eros, Wan 2.2, Wan Animate 2 character animation, and SCAIL 2 motion transfer. |
| 3D (experimental) | Photo → H3 orbit video → Gaussian splat, local COLMAP/Brush setup, interactive viewing with subject centering and visible-range controls, Library access, and PLY export. |
| Upscale | SeedVR2 and Ultimate SD Upscale with synchronized zoom, pan, and an interactive before-and-after reveal. |
| Library | Searchable images, videos, and uploads with profiles, folders, groups, reusable settings, metadata, recoverable trash, and ZIP export. |
The optional photo-to-3D workflow is experimental: generated backgrounds may contain inconsistent geometry or floaters.
Mix Studio also includes thumbnail-based Visual Presets, installable prompt preset packs, LoRA presets and Strength Hunt, guided Generation setup, live queue progress and cancellation, automatic database backups, and a responsive desktop and phone interface.
Showcase
Everything below was generated locally in Mix Studio. More examples, including autoplaying video, are on the showcase and download page.
Regional prompting
Each box can carry its own prompt, LoRA stack, and reference image. Mix Studio resolves the regions into one generation.

Outpainting
A square generation continued into a seamless 21:9 interior.

Multi-reference editing
Add up to three Edit inputs, then type @ to insert a specific image as a prompt token. Here, @Image 1 supplies the character, @Image 2 the jacket, and @Image 3 the forest.

Video and motion
- SCAIL 2 motion transfer: hand motion drives a fantasy scene
- LTX 2.3 Face ID lipsync: reference image and voice recording
- LTX 2.3 image-to-video with generated audio
Inside the app
The desktop workspace and touch layout expose the same projects, controls, and Library.
Create
Krea 2 generation with prompt, LoRA, resolution, queue, and recent-output controls.

Region
Aspect-correct boxes with independent prompts, LoRA stacks, and optional references.

Edit
Flux 2 Klein, Qwen Image Edit, Krea 2 Identity Edit, and Krea 2 Remix in one workspace.

Video
MiniMax H3, LTX 2.5, LTX 2.3, Director, Face ID, LTX Edit, 10Eros, Wan 2.2, and SCAIL 2 controls. LTX 2.5 uses the official distilled transformer, Gemma 4 prompt stack, separate audio/video VAEs, and a 24 fps two-stage workflow. H3 Reference mode accepts images, videos, and audio; its separate Ref2VA model is downloaded only when that mode is used. Wan Animate 2 combines a character image with a performance video, carrying across body motion, expression, source timing, and audio with the official six-step LightX2V workflow; longer clips run as bounded sequential passes with native motion cursors and are joined automatically.

SCAIL 2 motion transfer
Reference image, trimmed driving video, tracking, and chunk controls.

Library
Searchable generations and uploads with folders, groups, metadata, and reusable settings.

Focused result view
Inspect a result, navigate its group, review metadata, and send it into another workflow.

Upscale comparison
Synchronized pan and zoom with a movable before-and-after divider.

Profiles
Separate local workspaces with optional PIN access.

Generation setup
ComfyUI connection, hardware guidance, discovered models, and dependency checks.

Updates
Open the side menu and choose Update app. Mix Studio installs a fast-forward update when its Git checkout is clean and both the Mix Studio and ComfyUI queues are idle. Your machine settings, profiles, gallery, and generated media are kept outside the tracked application files.
Published releases appear in the in-app Updates inbox with their release notes. Server updates restart Mix Studio automatically; interface-only updates reload without a server restart.
For update requirements, recovery behavior, and the maintainer release process, see Installation and operations.
Documentation
- Installation and operations: setup, hardware guidance, ComfyUI discovery, updates, phone access, repair, and uninstall.
- Technical reference: workflow behavior, required ComfyUI components, queue operation, and local data layout.
- Roadmap: deferred integrations and the conditions for revisiting them.
- Changelog: user-facing release notes.
- Contributing: development checks and workflow-submission requirements.
Contributing
Bug reports, workflow proposals, and implementation pull requests are welcome. Start with CONTRIBUTING.md, then use GitHub Discussions for a workflow review or open a pull request when the integration is ready.
License
Mix Studio is free and open source software licensed under the GNU General Public License v3.0.
The GPL applies to Mix Studio's source code and documentation unless a file says otherwise. ComfyUI, custom nodes, model weights, and other third-party components retain their own licenses and terms. Mix Studio does not claim ownership of media users create.
Acknowledgments & Attribution
ComfyUI: Executes the API-format graphs built by the Mix Studio server.
Model creators: Black Forest Labs (Flux 2), MiniMax (H3), Lightricks (LTX 2.3 and LTX 2.5), Krea AI, and the Wan team provide the primary image and video model families used by the curated workflows.
Community projects: SCAIL 2, 10Eros, SeedVR2, Ultimate SD Upscale, Depth Anything V3, and the required ComfyUI custom-node projects provide specialized conditioning, tracking, sampling, and upscaling components.
Hardware: Dell provided the Dell Pro Max T2 Tower used for development and high-memory benchmarking. The test system contains an NVIDIA RTX PRO 6000 Blackwell GPU with 96 GB VRAM.
Qwen Image 2.1 supports Create and whole-image Edit with hardware-aware downloads. Its model weights use a research-only license. See the Qwen setup, sampling, and license guide.