Instructions to use UmeAiRT/ComfyUI-Auto-Installer-Assets with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use UmeAiRT/ComfyUI-Auto-Installer-Assets with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("UmeAiRT/ComfyUI-Auto-Installer-Assets", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
File size: 2,196 Bytes
a4dcf32 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 | # AGENTS.md — ComfyUI-Auto_installer-Assets
## 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) | |
## Naming Conventions
### GGUF files — Follow the [official GGUF spec](https://github.com/ggml-org/ggml/blob/master/docs/gguf.md)
Format: `<BaseName>-<SizeLabel>-<FineTune>-<Encoding>.gguf`
- **CamelCase** BaseName: `Flux1`, `Wan2.1`, `HiDream`, `LTXV`, `LTX-2`, `Qwen`
- **Uppercase** SizeLabel: `14B`, `1.3B`, `13B`
- **Uppercase** Encoding: `Q4_K_S`, `Q8_0`, `Q6_K`
- Hyphens between components
Examples: `Flux1-Dev-Q4_K_S.gguf`, `Wan2.2-T2V-HighNoise-14B-Q8_0.gguf`
### Safetensors files — Community convention
- **Lowercase** with **hyphens** as separators
- Precision suffixes: `fp16`, `bf16`, `fp8_e4m3fn`, `fp8_scaled`
Examples: `wan2.1-t2v-14b-fp16.safetensors`, `qwen-image-edit-fp8_e4m3fn.safetensors`
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