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added use auth token according to new hugging face #37

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added use auth token according to new hugging face #37

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9 changes: 6 additions & 3 deletions parrot/parrot.py
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Original file line number Diff line number Diff line change
@@ -1,14 +1,17 @@
from typing import Text


class Parrot():

def __init__(self, model_tag="prithivida/parrot_paraphraser_on_T5", use_gpu=False):
def __init__(self, use_auth_token: Text, model_tag="prithivida/parrot_paraphraser_on_T5", use_gpu=False):
from transformers import AutoTokenizer
from transformers import AutoModelForSeq2SeqLM
import pandas as pd
from parrot.filters import Adequacy
from parrot.filters import Fluency
from parrot.filters import Diversity
self.tokenizer = AutoTokenizer.from_pretrained(model_tag)
self.model = AutoModelForSeq2SeqLM.from_pretrained(model_tag)
self.tokenizer = AutoTokenizer.from_pretrained(model_tag, use_auth_token = use_auth_token)
self.model = AutoModelForSeq2SeqLM.from_pretrained(model_tag, use_auth_token = use_auth_token)
self.adequacy_score = Adequacy()
self.fluency_score = Fluency()
self.diversity_score= Diversity()
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