How to use Maliru/bert-base-uncased-dnd-roles with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Maliru/bert-base-uncased-dnd-roles")
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Maliru/bert-base-uncased-dnd-roles") model = AutoModelForSequenceClassification.from_pretrained("Maliru/bert-base-uncased-dnd-roles")
loss: 0.37642785906791687
f1: 0.8644252943318363
precision: 0.8539568345323741
recall: 0.875153600393217
auc: 0.9170705596455024
accuracy: 0.8328094596617273
Files info
Base model
