Dear All,
I uploaded my own pre-trained model to the Huggingface repo, the model is trained on the task sequence to sequence binary “text-classification”. I want to make sure I am doing the code correctly, or there is another way to pass the two sequences to the classifier?
My code
from transformers import AutoModelForSequenceClassification
checkpoint = "aomar85/seq2seqBinaryClassifier"
model = AutoModelForSequenceClassification.from_pretrained(checkpoint)
from transformers import pipeline
from transformers import AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained(checkpoint)
classifier = pipeline("text-classification", model=model,tokenizer=tokenizer)
seq1='الميزنيقيات (الاسم العلمي:†Mesonychia) هي منقرض رتبة من الثدييات تتبع فوق رتبة الوحشيات الظلفية من طائفة الثدييات.'
seq2='ميزنيقيات: رتبة من الثدييات'
classifier(seq1 +'[SEP]'+seq2 )