crafiq/flux-2-klein-9b-game-asset-tiles-lora

FLUX Game Asset Tiles LoRA

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Model description

This is an image-to-image LoRA to generate 2D game asset tiles. It was trained for 5500 steps. Further training details are available in ostris-ai-toolkit-config.yaml.

This LoRA was trained on the Game Asset Tiles dataset.

Prompt Guide

Provide a mask template or an existing tile image as input, and use the following prompt structure:

Game asset tile, <shape>, <view>. <content>

• —<shape>: Choose one of rectangular, hexagon flat-top, hexagon pointy-top, or octagon flat-top.
• —<view>: Choose one of isometric view, oblique view, or top-down view.
• —<content>: Describe the actual objects and scenery on the tile.

Example Prompts:

• —Game asset tile, hexagon flat-top, isometric view. A peaceful olive grove on a rolling grassy hill with a small flock of sheep grazing. The ground shows a cross-section of subterranean soil and rock layers. Sunny Mediterranean landscape.
• —Game asset tile, rectangular, isometric view. A quiet cobblestone street section with bare winter trees and vintage black iron streetlamps, built on a solid grey stone foundation.

Examples

<table width="100%" style="table-layout: fixed;"> <tr> <th width="33.33%">Input image</th> <th width="33.33%">Prompt</th> <th width="33.33%">Output image</th> </tr> <tr> <td width="33.33%"><img src="images/squaretop-down-3-4medium.png" width="100%"></td> <td width="33.33%">Game asset tile, rectangular, oblique view. A sandy desert oasis with a small crystal-clear water pool, surrounded by vibrant green palm trees and small pool cocktail bar.</td> <td width="33.33%"><img src="images/1777748397139_0000055000.jpg" width="100%"></td> </tr> <tr> <td width="33.33%"><img src="images/squareisometric-2-1tall.png" width="100%"></td> <td width="33.33%">Game asset tile, rectangular, isometric view. A cozy wooden lumberjack cabin covered in thick winter snow, with warm yellow light glowing from the windows and smoke billowing from a stone chimney. The foundation features a detailed cross-section of frozen earth and ice layers.</td> <td width="33.33%"><img src="images/1777748460776_0000055001.jpg" width="100%"></td> </tr> <tr> <td width="33.33%"><img src="images/0003Dhex-flat-topisometric.png" width="100%"></td> <td width="33.33%">Game asset tile. A classic medieval house built from stone and wood, situated next to a foot path on a grassy plain.</td> <td width="33.33%"><img src="images/0000055002.png" width="100%"></td> </tr> </table>

Download model

Download the model weights in the Files & versions tab.