Wolf Buckle LoRA v2
A focused SDXL/Pony-compatible LoRA designed to generate a detailed metallic wolf-head belt buckle with strong shape consistency, engraved metal texture, and improved readability at medium distance.
This version significantly improves:
- buckle structure consistency
- metallic detail rendering
- circular frame definition
- compatibility with semi-realistic and stylized models
- overall prompt responsiveness
Best results are typically achieved with:
- Pony-based checkpoints
- semi-realistic SDXL merges
- medium-close compositions
- lower CFG guidance
- moderate LoRA weights (~0.6–0.9)
Recommended for:
- fantasy character design
- cyberpunk/fetishwear aesthetics
- armored fashion
- belts, collars, accessories, and metallic costume details
Trigger example:
wolf buckle
Suggested prompt additions:
silver wolf head belt buckle, circular metal frame, engraved metal, detailed accessory
This LoRA was trained specifically to improve small-object fidelity and maintain recognizable accessory identity across varied poses and compositions.
Description
Version Changes (v2)
- Reworked training data and caption structure
- Improved wolf-head silhouette consistency
- Better circular frame rendering
- Reduced deformation and artifacting
- Improved metallic texture/detail retention
- Stronger performance across Pony and SDXL-based models
- More reliable generation at medium distance
- Cleaner prompt responsiveness with lower LoRA weights
- Reduced overtraining on unrelated scene details
- Improved compatibility with inpainting workflows