<h3 id="a-realistic-lora-for-creating-atmospheric-post-soviet-urban-environments.works-with-flux.1-dev-and-qwen-image.">A realistic LoRA for creating atmospheric post-soviet urban environments. Works with FLUX.1-dev and QWEN-IMAGE.</h3>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:<ul><li>Different captioning approaches were used for FLUX and QWEN training data to optimize each model's specific architecture and tokenization patterns</li><li>Subjectively, QWEN on BF16 produces more striking and impressive results with enhanced atmospheric depth and visual impact</li><li>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 <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0cf04558-388d-4a70-802b-70e9669dd8e5/width=525/0cf04558-388d-4a70-802b-70e9669dd8e5.jpeg" /> <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c1aad7c1-2857-440a-bc6e-61ba7ea87eb5/width=525/c1aad7c1-2857-440a-bc6e-61ba7ea87eb5.jpeg" /> <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/664685b2-39d9-40ce-9431-565ab7f47d0a/width=525/664685b2-39d9-40ce-9431-565ab7f47d0a.jpeg" /> <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6dc39ca0-4539-4e9f-b1c5-2728ddded5c2/width=525/6dc39ca0-4539-4e9f-b1c5-2728ddded5c2.jpeg" /> <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6d5d0931-c39f-4f4d-a28c-d000f3c42629/width=525/6d5d0931-c39f-4f4d-a28c-d000f3c42629.jpeg" /> <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/88a4dd9b-4d76-4fee-9cfb-d1c36b31d62b/width=525/88a4dd9b-4d76-4fee-9cfb-d1c36b31d62b.jpeg" /></li></ul><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/f632f8fd-8338-4909-9b02-e3f7e4e771c5/width=525/f632f8fd-8338-4909-9b02-e3f7e4e771c5.jpeg" /> <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/9f837ccf-5fc5-41e9-8908-ae35c78e1112/width=525/9f837ccf-5fc5-41e9-8908-ae35c78e1112.jpeg" /> <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/b6f09661-969d-40a0-b6ca-1c0dd7da0db7/width=525/b6f09661-969d-40a0-b6ca-1c0dd7da0db7.jpeg" /> <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/90623fae-e804-4619-b783-93f28f02bd1f/width=525/90623fae-e804-4619-b783-93f28f02bd1f.jpeg" /> <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/905e35db-da44-4a3b-8198-d9ccdd456e51/width=525/905e35db-da44-4a3b-8198-d9ccdd456e51.jpeg" />

Panelka (Cinematic Eastern Bloc | Concrete Melancholy)

FLUX.1-dev LoRA:Model Information:* Base Model: <code>FLUX.1-dev</code> * Network Type: LoRA * Rank: 16 * Alpha: 16 * Trigger Word: <code>SOVURBNLVE</code>Training Configuration:* Steps: 3000 * Epochs: ~10 * Learning Rate: 1.5e-4 * Optimizer: AdamW8bit * Resolution: 768x768, 1024x1024Usage Recommendations:* Recommended Weight: 0.7 - 1 * Content Type: Style / Concept * Training Focus: Soviet/post-Soviet urban aesthetics

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