How to use tasksource/UltraBERT-150M-nli with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-classification", model="tasksource/UltraBERT-150M-nli", trust_remote_code=True)
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("tasksource/UltraBERT-150M-nli", trust_remote_code=True) model = AutoModelForSequenceClassification.from_pretrained("tasksource/UltraBERT-150M-nli", trust_remote_code=True, device_map="auto")
https://huggingface.co/tasksource/UltraBERT-150M-nli/resolve/main/tokenizer.json
hf download hf://tasksource/UltraBERT-150M-nli/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/tasksource/UltraBERT-150M-nli/resolve/main/tokenizer.json
