You can also manually replicate the results of the pipeline if you'd like:

Tokenize the text and return PyTorch tensors:

from transformers import AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained("stevhliu/my_awesome_wnut_model")
inputs = tokenizer(text, return_tensors="pt")

Pass your inputs to the model and return the logits: