for skincare products writings
Hi Wuli-dx and Community,
thank you for this beautiful Model. using it made me make good progress. but I still have inconsisties I need your support.
attached is the product was input but the output does not preserve the writing and labels on the package.
output : 
input : 
Best Regards
Klein itself doesn't have the ability to recognize text, so during editing, it encodes text as an image and then decodes it. Therefore, it's very difficult for text to be identical; perhaps we'll have to wait for a better model.
Thank you
@JzoughI was curious, and surprisingly, using Ideogram JSON prompt builder with any large LLM and piping the result into Klein 9b with reference image and higher resolution produces decent text results. I tried using qwen 3 4b/8b, but it struggles with long prompt, so im using Gemini 3 flash / Gemini 3.5 flash to build intiial prompt and then adjust manually with KJ prompt builder node
(workflow embeded)
The answer for the text clarity is detailed prompt + resolution. This wf uses crop&stich node to give model better resolution to "see" and resolve text label