問題文
Instruction data will arrive continuously from three teams that use different field names and different markers between the request and the response. Which step belongs first?
選択肢
- Keep the three sources in separate pools and train three adapters.
- Ask the three teams to agree on a shared convention before contributing, so that the pool never has to be converted and each team writes its data in the agreed form.
- Train on the data as it arrives and let the model learn to accept all three conventions; a model that has seen several boundary markers becomes robust to the variation, and this removes the need to maintain conversion code for every new source that appears later.
- Define one internal schema and one boundary convention, and require every source to be converted into it before the data enters the training pool.