Toolformer

Published Updated 1 minute read

  1. Sampling API Calls:
    1. Prompt P(x), sample i from 1 ~ n, filter p_i = p_M(|P(x),x_{1:i-1}) > t_s (up to k) -> I.
    2. m API calls, for i in I, using prefix [P(x), x_{1:i-1}, ] until generate -> c_i^1 ~ c_i^m
  2. Executing API Calls: for each c_i^j -> a single text sequence r_i^j.
  3. Filtering API Calls: