Task prompt embedding in the mutli-task scenario
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Description
Regarding the multi-tasks as we discussed today. What about we store an embedding for each task prompt. Then, for a new task, it chooses the one with most similar embedding as a reference instead of the last one. We can also save the "rethinking hints" for different tasks and reuse them.
_Originally posted by @thinkall in https://github.com/microsoft/FLAML/issues/1025#issuecomment-1545060818_
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