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Oh, good question. Currently the prompt of ChatHaruhi only support at least 3 shots in context learning
I've tried before zero-shot testing on trained model, but not work well.
I'm know consider to extend the model to increase it's zero-shot Role playing ability,
If you have any idea you may tell me here.
For multiple shot persona building, if you already have a text, you may try this to build the jsonl database
https://github.com/LC1332/Chat-Haruhi-Suzumiya/blob/main/characters/novel_collecting/chatbot%E7%9A%84embedding%E6%8A%BD%E5%8F%96%E5%92%8Cjsonl%E7%94%9F%E6%88%90.ipynb
then it can be loaded into the class
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