How to use gotutiyan/IMPARA-QE with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="gotutiyan/IMPARA-QE")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("gotutiyan/IMPARA-QE") model = AutoModelForSequenceClassification.from_pretrained("gotutiyan/IMPARA-QE", device_map="auto")
https://huggingface.co/gotutiyan/IMPARA-QE/resolve/main/tokenizer.json
hf download hf://gotutiyan/IMPARA-QE/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/gotutiyan/IMPARA-QE/resolve/main/tokenizer.json
