Toolformer: Inserting a Call Into Text
Beginner
The problem, from first principles
Toolformer does not change the language model's architecture. It inserts API annotations into the training text wherever a call would have helped predict the following words, creating a dataset of calls in context.
From theory to code
Implement insert_call(text, pos, call), splicing the call into the text at a position.
Constraints
posis a character index in the text.
Hints
Hint 1
Slice the text before and after pos and place the call between the two pieces.
Keywords
research-papersagentstool-usetoolformer
Python
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