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774M is explicitly blocked from being fine-tuned and will trigger an assert if attempted. If a way to finetune it without being super-painful is added, the ability to finetune it will be restored.
Allow ability to generate text from the default pretrained models by passing model_name to gpt2.load_gpt2() and gpt2.generate() (this will work with 774M.
Addsgd as an optimizer parameter to finetune (default: adam)
Support for changed model names, w/ changes more prominent in the README.