rdgozum / next-word-prediction Goto Github PK
View Code? Open in Web Editor NEWGenerative Pretrained Transformer 2 (GPT-2) for Language Modeling using the PyTorch-Transformers library.
License: MIT License
Generative Pretrained Transformer 2 (GPT-2) for Language Modeling using the PyTorch-Transformers library.
License: MIT License
This is a neat library, thanks! Instead of just predicting the next word, is it possible to predict a missing word? I'm new to GPT2 so not sure if that's even supported, e.g. "I would like to have a **** and then have breakfast". My guess is that this would actually be more accurate as there is more context for the ML to know the missing word.
@rdgozum Is there a way to get probability of specidic next word?
For example,
>>> from next_word_prediction import GPT2
>>> gpt2 = GPT2()
>>> text = "The course starts next"
>>> gpt2.get_next_prob(text, 'semester')
0.024
What will be the best way to implement such function?
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