GPT-3: Building a Few-Shot Prompt
Beginner
The problem, from first principles
GPT-3 (Brown et al., 2020) performed tasks from a few examples placed in the prompt, with no weight updates. The prompt is just text: a few solved input-output pairs, then the new input with its answer left blank for the model to fill in.
From theory to code
Implement build_few_shot_prompt(examples, query, sep), which formats each example as input => output, appends query =>, and joins everything with sep.
Constraints
- With no examples the prompt is only the query.
Hints
Hint 1
Build a list of formatted strings, add the query as the last item, then join with the separator.
Keywords
research-paperstransformersllmllmprompting
Python
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