Panelka (Cinematic Eastern Bloc | Concrete Melancholy) v1.0 - FLUX.1-dev

Flux.1 D Standard LORA
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Panelka (Cinematic Eastern Bloc | Concrete Melancholy) v1.0 - FLUX.1-dev

FLUX.1-dev LoRA:

Model Information:

* Base Model: FLUX.1-dev
* Network Type: LoRA
* Rank: 16
* Alpha: 16
* Trigger Word: SOVURBNLVE

Training Configuration:

* Steps: 3000
* Epochs: ~10
* Learning Rate: 1.5e-4
* Optimizer: AdamW8bit
* Resolution: 768x768, 1024x1024

Usage Recommendations:

* Recommended Weight: 0.7 - 1
* Content Type: Style / Concept
* Training Focus: Soviet/post-Soviet urban aesthetics

A realistic LoRA for creating atmospheric post-soviet urban environments.
Works with FLUX.1-dev and QWEN-IMAGE.

This LoRA captures the haunting aesthetic of post-Soviet and Eastern Bloc urban landscapes, specializing in brutalist architecture, melancholic atmospheres, and the unique visual language of concrete panel housing estates (panelkas). Trained on a comprehensive dataset of 300+ meticulously captioned images, this model excels at generating atmospheric scenes that evoke the distinctive character of Soviet-era modernist architecture and urban environments.

Technical Notes:

  • Different captioning approaches were used for FLUX and QWEN training data to optimize each model's specific architecture and tokenization patterns

  • Subjectively, QWEN on BF16 produces more striking and impressive results with enhanced atmospheric depth and visual impact

  • Examples below and in the gallery include detailed settings and prompts for each version (FLUX.1-dev and QWEN-IMAGE) to help you achieve optimal results