Alot of projects using this dataset have been already done, however i did not find any particular project that used transformers to do sentiment analysis. I decided to make one of my own and surprisingly got better accuracy than all of the projects I came across. I started with a test model using fastAI as you can develop a model in a few lines of code however that did not bring about great results. Decided to give it another try using Huggingface Transformers library and achieved an accuracy of 94%. Im pretty sure using ensemble techniques or TTA will give even better results and I aim to test that out when I have the time later.