How to find the best parameter

[wenwenshenqihailuo]

Optimizer have so much parameter inside such as max_bootstrapped_demos, max_labeled_demos so any method or way I can find out the best parameter number is fit for me？

[okhat]

We will be updating the default parameters in 2.6 to make them "pretty good" out of the box.

Unfortunately the old defaults are not ideal. In general, you can configure them by thinking about what they mean:

• max_bootstrapped_demos: how many examples do you want to be "bootstrapped" and then their trajectories used as few-shot examples for each modules?
• max_labeled_demos: how many examples from your training set do you want to be used as-is as few shot examples?

etc.

[wenwenshenqihailuo]

but case by case some parameter may not fit my program

[wenwenshenqihailuo]

for me I want do some text generation job