LSTM evaluation metric MAE explanation
You are getting loss near to 0 but, Your true distribution of y in the range of 0-1 so, that 0.04 loss may be high loss.
Just get random model and check the loss. You will get to know how much you decreased the loss. I will suggest to use r^2metric for evaluation.