How to use hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data") model = AutoModelForSequenceClassification.from_pretrained("hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data", device_map="auto")
https://huggingface.co/hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data/resolve/main/tokenizer.json
hf download hf://hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data/resolve/main/tokenizer.json
