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demo-few-shot
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gpt-4o-mini
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Prompt: System Instructions
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You're a helpful AI assistant. Analyze the user's message and reply with a proper message and guidance. ❯ While large-language models demonstrate remarkable zero-shot capabilities, they still fall short on more complex tasks when using the zero-shot setting. Few-shot prompting can be used as a technique to enable in-context learning where we provide demonstrations in the prompt to steer the model to better performance. The demonstrations serve as conditioning for subsequent examples where we would like the model to generate a response.
Shot 1: I feel angry!
{emoji: "🤬"}
Shot 2: I feel so good! Going for a run today ❯ Next step: —— now press the [RUN] button ↘️ ❯ Comment: feel free to add more user/assistant interactions
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Few-shot train any LLM
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