README modified 2

README.md

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 ## DialoGPT_MWOZ_Idioms
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 This is a fine-tuned model of DialoGPT (medium)-MultiWOZ on the PIE-English idioms corpus. It is intended to be used as an idiom-aware conversational system.
 The dataset it's trained on is limited in scope, as it covers only 10 classes of idioms ( metaphor, simile, euphemism, parallelism, personification, oxymoron, paradox, hyperbole, irony and literal).
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 The perplexity achieved on the test and validation sets are 160.9 and 160.46, respectively. More information about the original pre-trained model can be found [here](https://huggingface.co/tosin/dialogpt_mwoz)
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 * Generation example from an interactive environment:
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 |Role | Response |
 |---------|------------|
 |User | remind her to take it off the hook. |
@@ -27,9 +31,12 @@ The perplexity achieved on the test and validation sets are 160.9 and 160.46, re
 |Bot | they are under a cloud because of fears about US President's wife Hillary Clinton |
 |User | Some families breed like rabbits and send us all their male heirs |
 |Bot | he was out for the count |
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 Please find the information about preprocessing, training and full details of the DialoGPT in the [original DialoGPT repository](https://github.com/microsoft/DialoGPT)
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 ### How to use
 Now we are ready to try out how the model works as a chatting partner!
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 ```python
 from transformers import AutoModelForCausalLM, AutoTokenizer
 import torch