Panelka (Cinematic Eastern Bloc | Concrete Melancholy) v1.0 - QWEN-IMAGE

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Panelka (Cinematic Eastern Bloc | Concrete Melancholy) v1.0 - QWEN-IMAGE

Qwen-Image LoRA:

Model Information:

* Base Model: Qwen-Image
* Network Type: LoRA
* Rank: 32
* Alpha: 32
* Trigger Word:Sovurban style:

Training Configuration:

* Steps: 3000
* Epochs: ~10
* Batch Size: 1
* Learning Rate: 1.5e-4
* Optimizer: AdamW8bit
* Caption Dropout Rate: 5%
* Seed: 42

Usage Recommendations:

* Content Type: Style / Concept
* Training Focus: Urban, Soviet, Post-Soviet architecture and atmosphere

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