halilugur/tshirt_lora_v1

Sample 1	Sample 2	Sample 3
Panda Clouds	Vintage Car	Retro Mountain

T-Shirt LoRA v1 (Z-Image-Turbo)

This LoRA was trained on Z-Image-Turbo using the ai-toolkit by Ostris. It is optimized for creating t-shirt designs, specifically focusing on vintage and graphic styles.

Model Description

This LoRA is optimized for creating T-shirt graphics and vector-style illustrations. It works exceptionally well with clean backgrounds and vibrant colors, as seen in the panda example above.

Model Details

• Trigger Word: tshirt
• Base Model: Tongyi-MAI/Z-Image-Turbo
• Training Resolution: 1024x1024
• LoRA Rank: 32 (Linear) / 16 (Conv)
• Training Steps: 3000

Usage Instructions

Trigger Word

Always include tshirt in your prompt to activate the LoRA effect.

Recommended Inference Settings

Since this is based on a Turbo model:

• Steps: 8 - 12 steps (as per your training config)
• Guidance Scale (CFG): 1.0 - 1.5
• Sampler: FlowMatch

Prompting Tip

For best results, describe the graphic first, then the style, and end with the trigger word. Example: A minimalist owl illustration, geometric style, white background, tshirt

Training Configuration

This model was trained with the following key parameters:

• Optimizer: AdamW 8-bit
• Learning Rate: 0.0001
• Network Dim: 32
• Alpha: 32
• Dtype: bf16

Files

• tshirt_lora_v1.safetensors: The main LoRA weight file.