How to use nb-54321/hw1-hc3-detector with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="nb-54321/hw1-hc3-detector")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("nb-54321/hw1-hc3-detector") model = AutoModelForSequenceClassification.from_pretrained("nb-54321/hw1-hc3-detector", device_map="auto")
=== Baseline Test Accuracy === accuracy = 0.8449014567266495,
=== Fine-tuned Test Accuracy === accuracy = 0.9860754070265638
Files info
