How to use ooberaj/hw1-hc3-detector with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="ooberaj/hw1-hc3-detector")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("ooberaj/hw1-hc3-detector") model = AutoModelForSequenceClassification.from_pretrained("ooberaj/hw1-hc3-detector", device_map="auto")
MiniLM fine-tuned on HC3 for 5 epochs.
0 = human, 1 = ChatGPT.
Baseline test accuracy: 84.51%Fine-tuned test accuracy: 98.71%
Files info
Base model
