Steps needed to train the model

[ashakodali]

 Hi,i trained the model with 1000 steps but result is as below

Predicted headline:
contention Stefano Stefano Stefano Stefano Stefano Stefano contention contention contention

Actual headline:
Williams says he will never quit

can i know how many steps needed to get exact results??
And also provide me the dataset link that you used in your code which you converted to .pkl file

[Nemzy]

Hi @ashakodali ,
Well number of steps that you should use depends on how big is your dataset. Ideally you should train the model with at least 10 epochs so NUM_STEPS = EPOCHS * NUM_SAMPLES / BATCH_SIZE.
Dataset url is specified in data_utils.py at the top of file.

[ashakodali]

Hi i used same data.pkl file ,same code whatever you used without any change i trained it with 1000steps even though results are as below

Predicted headline:
contention Stefano Stefano Stefano Stefano Stefano Stefano contention contention contention

Actual headline:
Williams says he will never quit

can you tell me how many steps needed to get related predicted headline and actual headline same?
can we change hyperparameters also