How to use terminalai/essay-element-classifier-bert with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="terminalai/essay-element-classifier-bert")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("terminalai/essay-element-classifier-bert") model = AutoModelForSequenceClassification.from_pretrained("terminalai/essay-element-classifier-bert", device_map="auto")
https://huggingface.co/terminalai/essay-element-classifier-bert/resolve/refs%2Fpr%2F1/tokenizer.json
hf download hf://terminalai/essay-element-classifier-bert@refs/pr/1/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/terminalai/essay-element-classifier-bert/resolve/refs%2Fpr%2F1/tokenizer.json
