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Refactoring old run_swag.py

Run multiple choice merge

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# Conflicts:
#	examples/contrib/run_swag.py

Run multiple choice add doc

# Conflicts:
#	pytorch_transformers/__init__.py

fixed: hard coding for max and min number will out of range in fp16, which will cause nan.

merege from original repo

changes in evaluate function in run_lm_finetuning.py

Fix to prevent crashing on assert len(tokens_b)>=1

Fixing typo in gpt2 for doc site's class link

Trying to fix the head masking test

changes in return statement of evaluate function

changed `results` to `result` and removed `results` dict defined previously

[2.0] Reodering arguments for torch jit #1010 and future TF2.0 compatibility

Better examples