Kevin Gilper
07d2f0b763
New docs/deepstack-layers/ is the authoritative, reproducible account of the 12 layers values, at three separated confidence levels: 1. Structure (verified from code): the values are gains on 12 equal deepstack chunks - features from 12 successive Qwen3-VL encoder-depth bands. Shown in kg_krea_v9/clip_hooks.py (the deepstack feature list) and conditioning.py (the 12-way width split). 2. Semantics (convergent evidence): analyze_tables.py reads the live tables and shows the four independently-tuned appearance tables (style/palette/material/lighting) agree chunk-for-chunk - 0-4 carry structure (monotonic depth ramp, all suppress), 5-6 transition, 7/8/10 carry appearance (all spike, chunk 8 strongest, then 10, then 7). Four tables tuned for four different jobs converging is the measurement encoded as data, not an assertion. 3. Precise response curve (fresh measurement): generate_sweep.py is a turnkey single-chunk-spike sweep (the paper's section 16.4 method), emitting each spike as a V10 custom recipe validated against the real node code. Dry-run works anywhere; rendering needs the V10 nodes on a ComfyUI box (single-chunk tables are not V9-expressible), so the measured-verdict table is staged pending a V10-equipped render box. SCORING.md defines the rubric. Cross-linked from technical paper 5.2, the recipe guide, and custom_recipes/README. Tooling lives under docs/ (excluded from registry packs by .comfyignore). sweep_out/ is gitignored.
Documentation
Start here if you want to understand, install, or extend Krea Reference.
Choose A Path
| I want to... | Read this |
|---|---|
| See what the nodes can do | V10 visual HTML guide or V10 Markdown guide |
| Learn the core mental model | V9 visual HTML guide or V9 Markdown guide |
| Load a workflow quickly | Example workflows |
| Understand every recipe | Recipe section in the V9 Markdown guide plus the new V10 recipes |
| Configure a guide card | Guide Card V10 or Guide Card V9 |
| Configure the stack encoder | Stack Encoder V10 or Stack Encoder V9 |
| Understand how and why it works, or extend it | V9 technical paper (shared architecture) and V10 technical companion |
| Run maintainer checks | Testing guide |
Core Guides
- Krea 2 V10 documentation index
- Krea 2 V10 visual user guide
- Krea 2 V10 Markdown user guide
- Krea 2 V10 technical companion
- Krea 2 V9 documentation index
- Krea 2 V9 visual user guide
- Krea 2 V9 Markdown user guide
- Krea 2 V9 technical paper
- Node documentation
- Example workflows
Included Node Pages
- KG Krea 2 Image Guide Card V10
- KG Krea 2 Reference Stack Encoder V10
- KG Krea 2 Image Guide Card V9
- KG Krea 2 Reference Stack Encoder V9
Demo Assets
- V10 demo journeys with embedded workflows - input, settings, prompt, and result per demo
- V9 recipe demo PNGs with embedded workflows
- Synthetic source images