First, refine your prompt with more specific language—'rotate subject 30 degrees left, add warm sunset lighting' works better than 'change the view.' Second, verify your negative prompt excludes conflicting elements. Third, ensure input image quality is high (sharp, well-lit, minimal compression). Fourth, adjust guidance scale: increase to 6-8 for stricter prompt adherence, decrease to 3-4 for more creative interpretation. Fifth, try increasing inference steps to 35-40 for complex edits requiring finer detail. If results remain inconsistent, test alternative models:
Qwen Image 2 Edit offers different processing characteristics that may better suit your specific edit type. Check the model's example gallery for prompt inspiration.