How to use kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C4-essay_only with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C4-essay_only")
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C4-essay_only") model = AutoModelForSequenceClassification.from_pretrained("kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C4-essay_only", device_map="auto")
