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