UmeAiRT
/

ComfyUI-Auto-Installer-Assets

@@ -2,25 +2,42 @@
 ## Purpose
-Pure assets repository (HuggingFace LFS) for model files and installation binaries used by [ComfyUI-Auto_installer](https://github.com/UmeAiRT/ComfyUI-Auto_installer). No code — only large binary files.
 ## Ecosystem
-This repo is consumed by the **Auto_installer** project's PowerShell download scripts. Any file rename or move here **must** be reflected in the corresponding download scripts.
 ## Folder Structure
 | Folder | Contents | Notes |
 |---|---|---|
-| `models/diffusion_models/` | Backbone models (GGUF + safetensors) | Official ComfyUI folder. Organized by family (`FLUX/`, `WAN/`, etc.) |
 | `models/text_encoders/` | Text encoders (T5, QWEN, GEMMA, LLAMA) | Official ComfyUI folder. **NOT** `clip/` |
-| `models/clip/` | CLIP models only (clip_l, clip_g, ViT, longclip) | Legacy alias of `text_encoders/`. Do NOT put text encoders here |
 | `models/checkpoints/` | Full merged checkpoints | |
-| `models/loras/` | LoRA adapters | |
 | `models/vae/` | VAE models (transverse, shared across families) | |
 | `models/controlnet/` | ControlNet models | |
 | `models/xlabs/` | XLabs custom node models | ⚠️ Hardcoded path — do NOT move |
 | `models/onnx/` | ONNX upscalers for TensorRT | ⚠️ Hardcoded path — do NOT move |
 | `bin/` | Installation executables (Git, Python, CUDA, etc.) | |
 | `whl/` | Pre-compiled Python wheels | |
 | `packages/` | Zip archives (extensions, build tools, configs) | |
@@ -43,3 +60,10 @@ Examples: `Flux1-Dev-Q4_K_S.gguf`, `Wan2.2-T2V-HighNoise-14B-Q8_0.gguf`
 - Precision suffixes: `fp16`, `bf16`, `fp8_e4m3fn`, `fp8_scaled`
 Examples: `wan2.1-t2v-14b-fp16.safetensors`, `qwen-image-edit-fp8_e4m3fn.safetensors`

 ## Purpose
+Pure assets repository (HuggingFace LFS + ModelScope mirror) for model files and installation binaries used by [ComfyUI-Auto_installer](https://github.com/UmeAiRT/ComfyUI-Auto_installer). No code — only large binary files.
 ## Ecosystem
+This repo is consumed by:
+- **[ComfyUI-Auto_installer](https://github.com/UmeAiRT/ComfyUI-Auto_installer)** — PowerShell download scripts reference these files by exact path
+- **[ComfyUI-UmeAiRT-Toolkit](https://github.com/UmeAiRT/ComfyUI-UmeAiRT-Toolkit)** — Automatic model downloader nodes pull from this repo
+Any file rename or move here **must** be reflected in both projects' download logic.
+**Mirrors:**
+- **HuggingFace:** [UmeAiRT/ComfyUI-Auto_installer](https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer)
+- **ModelScope:** [UmeAiRT/ComfyUI-Auto-Installer-Assets](https://www.modelscope.ai/datasets/UmeAiRT/ComfyUI-Auto-Installer-Assets)
 ## Folder Structure
 | Folder | Contents | Notes |
 |---|---|---|
+| `models/diffusion_models/` | Backbone models (GGUF + safetensors) | Official ComfyUI folder. Organized by family (`FLUX/`, `WAN/`, `QWEN/`, `HiDream/`, `LTX-2/`, `LTXV/`, `Z-IMG/`, `MelBandRoFormer/`) |
 | `models/text_encoders/` | Text encoders (T5, QWEN, GEMMA, LLAMA) | Official ComfyUI folder. **NOT** `clip/` |
+| `models/clip/` | CLIP models only (clip_l, clip_g, ViT, longclip) | Different from `text_encoders/`. Do NOT put text encoders here |
+| `models/clip_vision/` | CLIP Vision encoders (clip_vision_h, sigclip) | Used by IP-Adapter / Redux |
 | `models/checkpoints/` | Full merged checkpoints | |
+| `models/loras/` | LoRA adapters | Organized by family (`FLUX/`, `WAN2.1/`, `WAN2.2/`, `QWEN/`, `LTX-2/`) |
 | `models/vae/` | VAE models (transverse, shared across families) | |
+| `models/vae_approx/` | Approximate VAE decoders (TAESD) | For fast preview |
 | `models/controlnet/` | ControlNet models | |
+| `models/upscale_models/` | Upscaler models (RealESRGAN, etc.) | |
+| `models/style_models/` | Style/Redux models | |
+| `models/pulid/` | PuLID face models | |
+| `models/sams/` | SAM segmentation models | |
+| `models/ultralytics/` | YOLO detection models (face, hand) | |
 | `models/xlabs/` | XLabs custom node models | ⚠️ Hardcoded path — do NOT move |
 | `models/onnx/` | ONNX upscalers for TensorRT | ⚠️ Hardcoded path — do NOT move |
+| `models/tensorrt/` | Pre-built TensorRT engines | ⚠️ Hardcoded path — do NOT move |
+| `models/LLM/` | Language models (Florence PromptGen) | Multi-file model directories |
 | `bin/` | Installation executables (Git, Python, CUDA, etc.) | |
 | `whl/` | Pre-compiled Python wheels | |
 | `packages/` | Zip archives (extensions, build tools, configs) | |
 - Precision suffixes: `fp16`, `bf16`, `fp8_e4m3fn`, `fp8_scaled`
 Examples: `wan2.1-t2v-14b-fp16.safetensors`, `qwen-image-edit-fp8_e4m3fn.safetensors`
+## Quantization Coverage Target
+Each diffusion model family should provide these versions when available upstream:
+- **Full precision:** `bf16` or `fp16` (safetensors)
+- **Reduced precision:** `fp8_e4m3fn` or `fp8_scaled` (safetensors)
+- **GGUF quantizations:** `Q8_0`, `Q6_K`, `Q5_K_S`, `Q4_K_S`, `Q3_K_S`

README.md CHANGED Viewed

@@ -1,102 +1,105 @@
 ---
 license: mit
 tags:
-- code
 - comfyui
-- installer
-- auto
 ---
-# UmeAiRT's ComfyUI Auto-Installer
-![PowerShell](https://img.shields.io/badge/PowerShell-5.1%2B-blue.svg)
-![Platform](https://img.shields.io/badge/Platform-Windows%2010%2F11-lightgrey.svg)
-![License](https://img.shields.io/badge/License-MIT-green.svg)
-This project provides a suite of PowerShell scripts to fully automate the installation and configuration of ComfyUI on Windows. The approach uses a clean installation based on `git` and a Python virtual environment (`venv`), ensuring an isolated, easy-to-update, and maintainable setup.
-## Features
-- **Clean Installation:** Clones the latest version of ComfyUI from the official repository and installs it in a dedicated Anaconda Python virtual environment.
-- **Dependency Management:** Automatically checks for and installs necessary tools:
-    - Anaconda Python 3.13 (if not present on the system)
-    - Git
-    - 7-Zip
-    - Aria2 (for accelerated downloads)
-- **CSV-Managed Custom Nodes:** Installs a comprehensive list of custom nodes defined in an external `custom_nodes.csv` file, making it simple to add new nodes.
-- **Interactive Model Downloaders:** Dedicated scripts guide you with menus to download the model packs you want (FLUX, WAN, HIDREAM, LTXV), with recommendations based on your graphics card's VRAM.
-- **Dedicated Update Script:** A specific `UmeAiRT-Updater.ps1` script allows you to update ComfyUI, all custom nodes, and workflows with a single command.
-- **Automated Launchers:** The project generates `.bat` files to run the installation, updates, and the final application, automatically handling administrator rights and PowerShell execution policies.
-- **Supplementary modules:** The script also installs some complex modules such as: Sageattention, Triton, Visual Studio Build Tools, ...
-- **Workflow included:** A large amount of workflows are pre-installed for each model.
-## Prerequisites
-- Windows 10 or Windows 11 (64-bit).
-- An active internet connection.
-- CUDA 13.0.
-- Python 3.13.
-- GIT for Windows.
-## Installation and Usage
-The entire process is designed to be as simple as possible.
-1.  **Download the Project:** Download `UmeAiRT-Install-ComfyUI.bat` and put it to a folder of your choice (e.g., `C:\UmeAiRT-Installer`).
-2.  **Run the Installer:**
-    - Run the file `UmeAiRT-Install-ComfyUI.bat`.
-    - It will ask for administrator privileges. Please accept.
-    - The script will first download the latest versions of all installation scripts from the repository to ensure you are using the most recent version.
-3.  **Follow the Instructions:**
-    - The main installation script will then launch. It will install Python (if necessary), Git, 7-Zip, Aria2, and then ComfyUI.
-    - Next, it will install all custom nodes and their Python dependencies into the virtual environment.
-    - Finally, it will ask you a series of questions about which model packs you wish to download. Simply answer `Y` (yes) or `N` (no) to each question.
-At the end of the process, your ComfyUI installation will be complete and ready to use.
-## Post-Installation Usage
-Three main `.bat` files will be available in your folder to manage the application:
-- **`UmeAiRT-Start-ComfyUI.bat`**
-    - This is the file you will use to **launch ComfyUI**. It activates the virtual environment and starts the server.
-- **`UmeAiRT-Download_models.bat`**
-    - Run this script if you want to **add more model packs** later without reinstalling everything. It will present you with the same selection menu as the initial installation.
-- **`UmeAiRT-Update-ComfyUI.bat`**
-    - Execute this script to **update your entire installation**. It will update the code for ComfyUI, all custom nodes, and your workflows, and it will install any new Python dependencies if required.
-## File Structure
-- **`/` (your root folder)**
-    - `UmeAiRT-Installer-Updater.bat` (Main launcher that updates and installs)
-    - `UmeAiRT-Start-ComfyUI.bat` (Created after installation to launch ComfyUI)
-    - `UmeAiRT-Update-ComfyUI.bat` (Launcher for the update script)
-    - `UmeAiRT-Download_models.bat` (Menu to download more models later)
-    - **`scripts/`** (Contains all PowerShell scripts)
-        - `Install-ComfyUI.ps1`
-        - `UmeAiRT-Updater.ps1`
-        - `Download-FLUX-Models.ps1` (and other model downloaders)
-        - `custom_nodes.csv` (The list of all custom nodes to install)
-    - **`ComfyUI/`** (Created after installation, contains the application)
-    - **`logs/`** (Created, contains installation/update logs)
-## Contributing
-Suggestions and contributions are welcome. If you find a bug or have an idea for an improvement to the scripts, feel free to open an "Issue" on this GitHub repository.
-## License
-This project is under the MIT License. See the `LICENSE` file for more details.
-## Acknowledgements
-- To **Comfyanonymous** for creating the incredible ComfyUI.
-- To the authors of all the **custom nodes** that enrich the ecosystem.
-![alt text][logo]
-[logo]: images/UmeAiRT.png "UmeAiRT logo"

 ---
 license: mit
 tags:
 - comfyui
+- models
+- gguf
+- safetensors
+- flux
+- wan
+- qwen
+- hidream
+- ltxv
 ---
+# ComfyUI Auto-Installer — Assets
+[![HuggingFace](https://img.shields.io/badge/🤗_HuggingFace-UmeAiRT-yellow.svg)](https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer)
+[![ModelScope](https://img.shields.io/badge/🔬_ModelScope-UmeAiRT-blue.svg)](https://www.modelscope.ai/datasets/UmeAiRT/ComfyUI-Auto-Installer-Assets)
+[![License](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)
+Pre-packaged model files and binaries for the UmeAiRT ecosystem. This repository is a **pure asset store** — no code, only large binary files served via Git LFS.
+**Consumed by:**
+- [ComfyUI-Auto_installer](https://github.com/UmeAiRT/ComfyUI-Auto_installer) — automated Windows setup, downloads models from this repo
+- [ComfyUI-UmeAiRT-Toolkit](https://github.com/UmeAiRT/ComfyUI-UmeAiRT-Toolkit) — custom ComfyUI nodes with automatic model downloading
+## 📦 What's Included
+### Diffusion Models (`models/diffusion_models/`)
+Each model family provides multiple precision levels: full precision (bf16/fp16), reduced (fp8), and GGUF quantizations (Q8→Q3) for different VRAM budgets.
+| Family | Models | Size | Precisions |
+|---|---|---|---|
+| **FLUX** (12B) | Dev, Fill, Kontext, Canny, Depth, Schnell | 384 GB | fp16, fp8, SVDQ-int4, Q8→Q3 |
+| **WAN 2.1** (14B) | T2V, I2V-480p/720p, VACE, Fun-InP/Control | 1575 GB | bf16, fp16, fp8, Q8→Q3 |
+| **WAN 2.2** (A14B) | T2V, I2V, InP, Control, Camera (High/Low) | *(incl. above)* | fp16, fp8_scaled, Q8→Q3 |
+| **QWEN** (~20B) | Image, Image-Edit, Image-Distill | 412 GB | bf16, fp8, SVDQ, Q8→Q3 |
+| **HiDream** (17B) | I1-Dev | 76 GB | fp8, Q8→Q3 |
+| **LTX-2** (19B+22B) | 19B-Dev, 2.3-22B-Dev | 140 GB | Q8→Q3 |
+| **LTXV** (13B) | 0.9.8-Dev | 46 GB | Q8→Q3 |
+| **Z-Image** (12B) | Standard, Turbo | 85 GB | bf16, fp8, Q8→Q3 |
+### Text Encoders (`models/text_encoders/`)
+| Encoder | Precisions |
+|---|---|
+| **T5 XXL** | fp16, fp8, fp8_scaled, Q8→Q3 |
+| **umt5 XXL** | bf16, fp8_scaled, Q8→Q3 |
+| **GEMMA-3 12B** | bf16, fp8, IQ4_XS, Q8→Q3 |
+| **Qwen2.5-VL-7B** | bf16, fp8_scaled, UD-Q4, Q8→Q3 |
+| **Qwen3-4B** | bf16, fp8_mixed, UD-Q8→Q3 |
+| **LLAMA 3.1 8B** | fp8_scaled |
+### Other Models
+| Folder | Contents |
+|---|---|
+| `models/clip/` | CLIP-L, CLIP-G, LongCLIP, ViT-L-14 |
+| `models/clip_vision/` | clip_vision_h, SigCLIP |
+| `models/checkpoints/` | Full merged checkpoints |
+| `models/loras/` | LoRA adapters (FLUX, WAN, QWEN, LTX-2) |
+| `models/vae/` | Shared VAE models |
+| `models/controlnet/` | ControlNet models |
+| `models/upscale_models/` | RealESRGAN and others |
+| `models/style_models/` | Style/Redux models |
+| `models/sams/` | SAM segmentation |
+| `models/ultralytics/` | YOLO face/hand detection |
+| `models/LLM/` | Florence-2 PromptGen |
+### Binaries & Packages
+| Folder | Contents |
+|---|---|
+| `bin/` | Git, Python, CUDA installers |
+| `whl/` | Pre-compiled Python wheels |
+| `packages/` | Extension zips, build tools, configs |
+## 📐 Naming Conventions
+**GGUF** — CamelCase per [GGUF spec](https://github.com/ggml-org/ggml/blob/master/docs/gguf.md):
+```
+Flux1-Dev-Q4_K_S.gguf
+Wan2.2-T2V-HighNoise-14B-Q8_0.gguf
+```
+**Safetensors** — lowercase with hyphens:
+```
+wan2.1-t2v-14b-fp16.safetensors
+qwen-image-edit-fp8_e4m3fn.safetensors
+```
+## 🔗 Related Projects
+| Project | Description |
+|---|---|
+| [ComfyUI-Auto_installer](https://github.com/UmeAiRT/ComfyUI-Auto_installer) | PowerShell installer that downloads from this repo |
+| [UmeAiRT-ComfyUI-Toolkit](https://github.com/UmeAiRT/UmeAiRT-ComfyUI-Toolkit) | Custom ComfyUI nodes |
+| [UmeAiRT-NAS-Utils](https://github.com/UmeAiRT/UmeAiRT-NAS-Utils) | NAS management and sync scripts |
+## 📜 License
+MIT — see [LICENSE](LICENSE) for details.
+![UmeAiRT](images/UmeAiRT.png)