How to use llm-semantic-router/Vela-1.0-Encoder-307M-PII with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="llm-semantic-router/Vela-1.0-Encoder-307M-PII")
# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("llm-semantic-router/Vela-1.0-Encoder-307M-PII") model = AutoModelForTokenClassification.from_pretrained("llm-semantic-router/Vela-1.0-Encoder-307M-PII", device_map="auto")
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