How to use lrana/bert-4-second with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="lrana/bert-4-second")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("lrana/bert-4-second") model = AutoModelForSequenceClassification.from_pretrained("lrana/bert-4-second", device_map="auto")
https://huggingface.co/lrana/bert-4-second/resolve/main/tokenizer.json
hf download hf://lrana/bert-4-second/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/lrana/bert-4-second/resolve/main/tokenizer.json
