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Few-shot learning, where a model is given a few examples of desired behavior, can significantly improve performance. These examples should be diverse and representative of the task. Moreover, it is important to avoid contradictory instructions. Consistency in terminology and syntax reduces confusion. Furthermore, the context window of the model must be considered. Long prompts may exceed the token limit, forcing the model to truncate or ignore parts of the input. Therefore, concise prompts are often more effective. However, brevity should not sacrifice clarity. Each word should carry meaning and relevance. Additionally, the use of special tokens or delimiters can help the model distinguish sections. For example, separating instructions from input data with clear markers like ‘###’ improves parsing. Also, labels such as ‘System’, ‘User’, ‘Assistant’ can guide role-playing scenarios. In multi-turn conversations, maintaining a consistent persona is crucial. 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{
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}