merging deep learning models

[Yogeskumaran]

i have been working on a deep learning project for ai vs human text classification. my machine is not enough to process lakhs of data so i divided the data into chunks and created a individual model for each chunks. Totally five models where created and now i want to merge all those 5 models into a one single model and i merged that also . but the issue is because of merging the 5 models the new merged model expects 5 input but i want the new model to be expecting single input . how to achieve this?