V 2.0.0 - NEw manual - minimal
@@ -4,19 +4,18 @@
|
||||
|
||||
**Primere Youtube channel:** https://www.youtube.com/@PrimereComfydev/videos
|
||||
|
||||
**Install required 3rd party nodepack depencency:** https://github.com/city96/ComfyUI_ExtraModels
|
||||
**Install required 3rd party nodepack dependency:** https://github.com/city96/ComfyUI_ExtraModels
|
||||
|
||||
<hr>
|
||||
|
||||
Nodepack under development. Manual written by AI, please open issue if something wrong or missing. If you upgrade, just check attached new workflows or use git to downgrade to previous version if something failed.
|
||||
Nodepack under development. Manual written by AI, please open issue if something wrong or missing. If you upgrade, check attached new workflows or use git to downgrade to previous version if something failed.
|
||||
|
||||
After nodepack update of **12/3/2024 - v1.0.2** ComfyUI front-end must be updated to minimum **v1.4.13**. Please do `git pull` on comfy folder, the new nodepack not compatible with older Comfy versions.
|
||||
**ComfyUI core functions requirement:** This nodepack uses new ComfyUI core functions. Update your ComfyUI installation before using. Use `git pull` on your ComfyUI folder.
|
||||
|
||||
**All example workflows in the `Workflow` folder of the node root.**
|
||||
- Within `Workflow` folder you will find subfolders:
|
||||
- **OldFE:** workflows in this folder compatible with ComfyUI before new front-end updates happen at 02. March. 2025. The last compatible commit ID is: **9af6320E**. If you want to use these workflows you must rollback your comfy to this commit ID. If you know what you do and know how to upgrade back, you can use `git reset --hard 9af6320E` command ro revert to older state of Comfy.
|
||||
- **NewFE:** workflows in this folder compatible with new ComfyUI front-end, usually the newest ComfyUI.
|
||||
- **Development:** workflows in this folder made for node testing only.
|
||||
- **NewFE:** workflows compatible with current ComfyUI front-end
|
||||
- **Development:** workflows for node testing only
|
||||
|
||||
<hr>
|
||||
|
||||
@@ -28,82 +27,91 @@ After nodepack update of **12/3/2024 - v1.0.2** ComfyUI front-end must be update
|
||||
|
||||
<hr>
|
||||
|
||||
## Minimal workflow:
|
||||
## Minimal workflow
|
||||
|
||||
<img src="./Workflow/Manual/wf_minimal.jpg" width="800px">
|
||||
|
||||
### <ins>[Detailed manual for included nodes](Workflow/Manual/nodes/minimal_workflow.md)</ins>
|
||||
|
||||
Core generation pipeline. Single prompt input with full model concept support.
|
||||
|
||||
**Supported model concepts:** SD1, SD2, SDXL, Illustrious, SD3, StableCascade, Chroma, Z-Image, Turbo, Flux, Nunchaku, QwenGen, QwenEdit, WanImg, KwaiKolors, Hunyuan, Playground, Pony, LCM, Lightning, Hyper, PixartSigma, SANA1024, SANA512, AuraFlow. Future support: HiDream, Mochi, WanT2V, WanI2V, Cosmos, Flux2, SSD, SegmindVega, KOALA, StableZero, SV3D, SD09, StableAudio, LTXV.
|
||||
|
||||
### Minimal workflow features:
|
||||
|
||||
|
||||
- Central model concept selector node controls sampler, VAE, CLIP settings per model type
|
||||
- Automatic model keyword insertion to prompt
|
||||
- Prompt selector to any prompt sources
|
||||
- Prompt can be saved to `CSV` file directly from the prompt input nodes
|
||||
- Prompt can be saved to `CSV` file directly from the prompt input nodes
|
||||
- `CSV` and `TOML` file readers for saved prompts, automatically organized, saved prompt selection by preview image (if preview created)
|
||||
- Randomized latent noise for variations
|
||||
- Prompt encoder with selectable custom clip model, long-clip mode with custom models, advanced encoding, injectable internal styles, last-layer options
|
||||
- Sampler with `variation extender` and `Align Your Step` features
|
||||
- A1111 style network injection supported by text prompt (Lora, Lycorys, Hypernetwork, Embedding)
|
||||
- Automatized and manual image saver. Manual image saver with optional **preview saver** for checkpoint (Lora, Lycoris, Embedding) selectors and saved .csv prompts
|
||||
- Sampler with `variation extender` and `Align Your Steps` features
|
||||
- A1111 style network injection supported by text prompt (LoRA, LyCoris, Hypernetwork, Embedding)
|
||||
- Automatized and manual image saver with optional **preview saver** for checkpoint selectors and saved .csv prompts
|
||||
- Aesthetic scorer for final image quality assessment
|
||||
- Upscaler (selectable Ultimate SD and hiresFix)
|
||||
- Dynamic prompt support
|
||||
- Auto clean incompatible network tags from prompt by model arhitechture
|
||||
- Auto clean incompatible network tags from prompt by model architecture
|
||||
|
||||
<hr>
|
||||
|
||||
## Basic workflow:
|
||||
|
||||
The main difference between **minimal** and **basic** workflows, that **basic** workflow automatically detect and support several model concepts. The main difference between workflows the large node group `Concept sampler group` with lot of samplers (1 sampler / concept) and the main `Model concept selector` node.
|
||||
## Basic workflow
|
||||
|
||||
<img src="./Workflow/Manual/wf_basic.jpg" width="800px">
|
||||
|
||||
### <ins>[Detailed manual for included nodes](Workflow/Manual/nodes/basic_workflow.md)</ins>
|
||||
|
||||
Professional prompt development workflow. Extended prompt management for testing and iteration.
|
||||
|
||||
**Same model support as Minimal workflow.**
|
||||
|
||||
### Basic workflow features:
|
||||
|
||||
#### Same as Minimal workflow plus:
|
||||
|
||||
- **Half-automatic model concept selector:**
|
||||
- **Supported concepts:** SD1, SD2, SDXL, SD3, StableCascade, Turbo, Flux, KwaiKolors, Hunyuan DiT (image only), Playground, Pony, LCM, Lightning, Hyper, PixartSigma, Sana (both 1024 and 512)
|
||||
- Custom (and different) sampler settings for all concepts. The main idea is set sampler nodes only one time (`sampler`, `scheduler`, `step`, `cfg`) then just select model only what will use right sampler, vae, clip settings by `Model concept selector`.
|
||||
- Auto detection of selected model type (if data already stored on external .json file, see longer [manual](Workflow/Manual/nodes/basic_workflow.md))
|
||||
- Auto **download** and apply Hyper, Lightning, and Turbo speed loras at first usage from here: https://huggingface.co/ByteDance/Hyper-SD/tree/main **check your SSD space before!**
|
||||
|
||||
**On the `Concept selector` node you will see `None` on all required fields, for example on Cascade and Flux files. You must install all required additional files manually to right path, then select correct model/clip/vae on lists.**
|
||||
- 12 prompt inputs with 1-click selector for prompt switching
|
||||
- Efficient workflow for prompt developers testing multiple variations
|
||||
|
||||
<hr>
|
||||
|
||||
## Basic production workflow:
|
||||
|
||||
The main difference between **basic production** and **basic** workflows, that **basic production** workflow can use LLM prompt refiner (LLM models have to be installed locally) and face, eye, mouth, and hand refiner available. 4 prompt input for test, 4 prompt input for dev attached to prompt switcher.
|
||||
## Basic Production workflow
|
||||
|
||||
<img src="./Workflow/Manual/wf_basic_prod.jpg" width="800px">
|
||||
|
||||
### <ins>[Detailed manual for included nodes](Workflow/Manual/nodes/basic_production_workflow.md)</ins>
|
||||
|
||||
### Basic production workflow features:
|
||||
Full production pipeline with styling, refinement, and selective output.
|
||||
|
||||
**Same model support as Minimal workflow.**
|
||||
|
||||
### Basic Production workflow features:
|
||||
|
||||
#### Same as Basic workflow plus:
|
||||
|
||||
- Added 4 test and 4 development prompt inputs, easy to switch
|
||||
- Local LLM models can help refine/repair prompts. Refined prompts can be added to original, replace original, or keep original as L prompt but send refined to T5-XXL clip is avalable in clip encoder node
|
||||
- Customizable refiner blocks for face, eye, mouth, and hand refining. Auto segmentation model downloads deleted, manual model download required
|
||||
- Refiner blocks using [DeepFace analyzer](https://github.com/serengil/deepface) if needed, detect age, race, gender and mood
|
||||
- 19 prompt sources for special cases (Daily Challenges, Articles, etc.)
|
||||
- Style block: Style Pile, Midjourney, Emotions, Camera Lens (prompt injection styling)
|
||||
- 4 separated refiner detailer blocks: Face, Eye, Mouth, Hands
|
||||
- Selective image saver: saves only images exceeding user-defined aesthetic score threshold (portfolio filtering)
|
||||
|
||||
<hr>
|
||||
|
||||
## Basic production+ workflow:
|
||||
## Workflow Comparison
|
||||
|
||||
The main difference between **basic production plus** and **basic production** workflows, that **basic production plus** workflow contains style nodes and post-precess nodes.
|
||||
| Feature | Minimal | Basic | Basic Production |
|
||||
|---------|-----------------|-------|------------------|
|
||||
| **Primary Use** | Core generation | Prompt development | Production pipeline |
|
||||
| **Prompt Inputs** | 4 | 12 | 19 |
|
||||
| **Prompt Selector** | 1-click | 1-click | 1-click |
|
||||
| **Model Concepts** | 25+ | 25+ | 25+ |
|
||||
| **Model Keyword Insertion** | ✓ | ✓ | ✓ |
|
||||
| **CSV/TOML Readers** | ✓ | ✓ | ✓ |
|
||||
| **Network Injection** | ✓ | ✓ | ✓ |
|
||||
| **Variation Extender** | ✓ | ✓ | ✓ |
|
||||
| **Image Saver** | ✓ | ✓ | ✓ |
|
||||
| **Aesthetic Scorer** | ✓ | ✓ | ✓ |
|
||||
| **Style Block** | — | — | ✓ |
|
||||
| **Refiner Blocks** | — | — | ✓ (Face, Eye, Mouth, Hands) |
|
||||
| **Selective Saver** | — | — | ✓ |
|
||||
|
||||
<img src="./Workflow/Manual/wf_basic_prod_plus.jpg" width="800px">
|
||||
|
||||
### <ins>[Detailed manual for included nodes](Workflow/Manual/nodes/basic_production_plus_workflow.md)</ins>
|
||||
|
||||
### Basic production plus workflow features:
|
||||
|
||||
#### Same as Basic production workflow plus:
|
||||
|
||||
- Post-processing nodes, have to install [Image magick](https://imagemagick.org/index.php) and [MagickWand nodepack](https://github.com/Fannovel16/ComfyUI-MagickWand)
|
||||
- Several style nodes including `Midjourney style`, `Camera lenses`, `Style pile`, and `Emotions` at `Style block` group
|
||||
- 2 prompt inputs for DailyChallenges of AI image communities
|
||||
- Several refinements on nodes
|
||||
<hr>
|
||||
|
||||
|
After Width: | Height: | Size: 567 KiB |
|
After Width: | Height: | Size: 509 KiB |
|
After Width: | Height: | Size: 544 KiB |
|
After Width: | Height: | Size: 509 KiB |
|
Before Width: | Height: | Size: 236 KiB After Width: | Height: | Size: 314 KiB |
|
Before Width: | Height: | Size: 1.2 MiB After Width: | Height: | Size: 715 KiB |
|
Before Width: | Height: | Size: 907 KiB After Width: | Height: | Size: 628 KiB |
|
Before Width: | Height: | Size: 3.2 MiB After Width: | Height: | Size: 1.5 MiB |
|
Before Width: | Height: | Size: 1.6 MiB |