Create README.md

README.md

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-# 🏭 FluxFactories – LoRA for Industrial Density
+---
+license: creativeml-openrail-m
+base_model:
+- black-forest-labs/FLUX.1-dev
+---
+# Model Card for Model ID
+Flux LoRA trained on industrial infrastructure
+
+### Model Description
+FluxFactories is a LoRA trained on densely cropped photographs of industrial infrastructure. It evokes chaotic tangles of steel beams, rusted machinery, and pipework — perfect for creating cyberpunk cityscapes, mechanical dreamworlds, or industrial horror scenes. Trained on 69 curated images using Ostris’s AI Toolkit and the FLUX.1-dev base model
+
+## 🧠 Training Details
+- Base Model: FLUX.1-dev
+- LoRA Rank: 16
+- LoRA Alpha: 16
+- Steps: 2000
+- Trigger word: fact0ry
+- Toolkit: Ostris’s AI Toolkit on Replicate
+- Captions: Auto-generated, 5% dropout, no token shuffle
+
+## 🔧 How to Use
+For ComfyUI:
+Place FluxFactories.safetensors in your ComfyUI/models/loras/ folder and load via a LoRA Loader node. Prompt with fact0ry for full effect.
+
+## 📜 License
+This LoRA is a derivative of [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) and inherits its licensing conditions.
+
+- ✅ You **can** use this LoRA to generate images for commercial or non-commercial purposes.
+- ❌ You **may not** sell, repackage, or redistribute the LoRA weights themselves.
+- ✅ Sharing for free with attribution is allowed and encouraged.
 
-**FluxFactories** is a LoRA trained to evoke intricate, full-frame compositions of industrial architecture and machinery. Designed for Stable Diffusion models (e.g., FLUX.1-dev), it produces dense, chaotic arrangements of metal pipes, structural beams, vents, tubing, and rusted components — ideal for cyberpunk, industrial surrealism, or mechanical horror styles.
 
-## 🧠 Training Data
-
-This LoRA was trained on **69 hand-cropped photographs** of industrial and factory environments. Each image was selected and framed to emphasize **dense, immersive fields of machinery**, often eliminating sky, ground, or human context. Key visual elements include:
-
-- Steel girders, scaffolding, and support beams  
-- Tangled pipelines and ductwork  
-- Rusted, aging machine surfaces  
-- Vents, bolts, gauges, and electrical wiring
-
-All images were captioned using Ostris’s AI Toolkit, with minor dropout and token shuffle to emphasize structural features over specific object labels.
-
-## 🧪 Model Details
-
-- **Trained on**: `FLUX.1-dev` (custom Stable Diffusion variant)  
-- **LoRA Rank**: 16  
-- **LoRA Alpha**: 16  
-- **Trigger word**: `fact0ry` *(optional but encouraged for thematic control)*  
-- **Best for**: ComfyUI, InvokeAI, Diffusers with LoRA support
-
-## 🔧 Example Prompts
-
-> "cyberpunk cityscape, viewed through a tangle of exposed factory piping, steel scaffolding and oxidized vents, ultra-detailed, cinematic lighting, (fact0ry)"
-
-> "surreal biomechanical construct, dense rusted framework of tubes and cables, industrial horror aesthetic, 35mm photo, (fact0ry)"
-
-You can blend this LoRA with others to create rich mechanical hybrids, industrial dreamscapes, or techno-fantasy environments.
-
-## 📁 Files Included
-
-- `FluxFactories.safetensors` – trained LoRA weights  
-- `adapter_config.json` – inference metadata  
-- `config.yaml` – training configuration  
-- `captions/` – autogenerated captions for each training image
-
-## 🧩 Usage (ComfyUI)
-
-1. Place `FluxFactories.safetensors` in your `ComfyUI/models/loras/` folder  
-2. Load LoRA using a LoRA Loader node  
-3. (Optional) Include `fact0ry` in your prompt to emphasize stylistic activation
-
-## 🏷 Suggested Tags
-
-```
-LoRA, industrial, pipes, machinery, factory, cyberpunk, surreal, gritty, rust, ComfyUI, stable-diffusion, AI-art, architecture
-```