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yavuzKomecoglu/twitter_sentiment_analysis_emmys2022_import_model_and_pipeline_for_transformens.py

Created September 14, 2022 19:29
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twitter_sentiment_analysis_emmys2022_import_model_and_pipeline_for_transformens.py
from transformers import AutoModelForSequenceClassification, AutoTokenizer, pipeline
# load model
model = AutoModelForSequenceClassification.from_pretrained("cardiffnlp/twitter-roberta-base-sentiment")
tokenizer = AutoTokenizer.from_pretrained("cardiffnlp/twitter-roberta-base-sentiment")
# create pipeline
sa = pipeline("sentiment-analysis", tokenizer=tokenizer, model=model)
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