This project presents an implementation of a fine-tuned T5 model, designed to transform standard English sentences into their reversed counterparts. The model is trained to take sentences from newspaper articles and then transform these sentences into reversed English versions.
bash train.sh
Below are two examples of the model's output after fine-tuning.
Example1
Original Text
Running Extra Mile Sets Humans Apart in Primates'World The ability of early human ancestors to run
Generated Text
nur ot srotsecna namuh ylrae fo ytiliba ehT dlroW'setamirP ni trapA snamuH steS eliM artxE gninnuR
Actual Reverse Text
nur ot srotsecna namuh ylrae fo ytiliba ehT dlroW'setamirP ni trapA snamuH steS eliM artxE gninnuR
Example2
Original Text
Tim Duncan Leads Spurs Past 76ers 88-80 (AP) AP - The Philadelphia 76ers got a firsthand demonstrati
Generated Text
itartsnomed dnahtsrif a tog sre67 aihpledalihP ehT - PA )PA( 08-88 sre67 tsaP srupS sdaeL nacnuD miT
Actual Reverse Text
itartsnomed dnahtsrif a tog sre67 aihpledalihP ehT - PA )PA( 08-88 sre67 tsaP srupS sdaeL nacnuD miT
For the complete prediction results, see predictions.csv