# 119 rank solution 

First of all Thanks to kaggle for organising this event . My solution is nothing fancy cause i joined late and couldn't give much time to it(Sadly)
Model:
I have used this notebook for my solution -
[https://www.kaggle.com/code/goelyash/bengali-ai-wave-2-vec-2](https://www.kaggle.com/code/goelyash/bengali-ai-wave-2-vec-2)
Changed some paramters in that notebook . added parameters that is mentioned in this notebook -->
[https://www.kaggle.com/code/dangnguyen97/lb-0-443-change-the-decoding-parameters-vote-up](https://www.kaggle.com/code/dangnguyen97/lb-0-443-change-the-decoding-parameters-vote-up)
I wish i could play more with parameters  cause i got to know that just by changing the parameters we could have get the good results.
Things didn't work for me:
I tried to train the model from scratch but couldn't train for more than 40K steps and the results from 40k checkpoint was around 0.440
I have also tried to create my own 5gram model but it didn't work for me that well(dont know why )
congratulations to those who got medals and good ranking in this comp😁🥳