User Guide
Category
- guide
Recently, we've been receiving frequent reports from some users that characters repeat the same sentences or continue with similar expressions 😢
After investigation, we found that this phenomenon mostly stems from the 'header output' structure.
Most creators are using a format like this fixed at the top of their chats 👇
[November 4, 2025 | Weather: Cloudy | Location: Inside the room]While it looks organized and clean, the AI recognizes it as a signal to "always start with the same pattern," which increases the likelihood of identical responses being repeated 🌀
💡 Cause
AI generates sentences by probabilistically predicting "what word comes next after the previous word."
However, when the header bar repeats in the same structure every time, the AI mistakes it for "this is the same situation as the previous scene" and ends up continuing with dialogue from previous episodes.
In other words, while the header output bar looks clean, it can be recognized by the AI as a 'repetition signal.'
🪄 Solutions
1. Don't use the header output bar structure
Repeated information like dates or episode numbers becomes a major cause of identical AI responses.
If it's not directly necessary for the AI's conversation generation, boldly remove it from your prompt 💬
👉 Removing the header output bar makes the sentence flow much more natural!
2. If necessary, use it in sentence form
If you must use a header output bar, try transforming it into sentence form instead of always using the same number/symbol combinations ✨
For example,
[Bonobono is hungry. | November 4, 2025 | Cloudy | Inside the room]By including a sentence element at the beginning of the header bar like this, the AI recognizes "this is a different scene from before," and the probability of identical responses repeating decreases noticeably.
3. Change the position
If the header output isn't essential, moving it to the middle or bottom of the prompt is also a good method 💡
The AI will understand the conversation content first and recognize the HUB as reference information, significantly reducing repeated responses.
🙋 User Guide
If the AI keeps repeating the same sentences or speech patterns during a chat, before trying a reroll (regenerating the conversation), please check the following steps 👇
1.
Temporarily delete the header output bar section (date, time, location, etc.)
2.
Try rerolling again.
This way, the AI will recognize it as a new context and is more likely to generate fresh continuing responses instead of repeated dialogue!
※ Even without completely removing the header output bar, modifying it with a short sentence or description of the current situation can be effective.
We at Whif will continue to make ongoing improvements to provide a more comfortable and immersive conversation environment ✨
We sincerely thank everyone who cherishes Whif 💜
ㅡ WHIF Operations Team
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