Using use_clr_beta and new plotting tools

[jeremy (Jeremy Howard)]

@sgugger

The key setting that changed everything was the gradient clipping.

Looks like I picked it!

Language Model Zoo

Oh also, look out for gradient clipping. I have it enabled in my sample code, but you may want to reduce it or remove it in these experiments, since it may get in the way of exploiting super-convergence.