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