Transformers How to use vllm-sr/toolcall-verifier with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="vllm-sr/toolcall-verifier") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("vllm-sr/toolcall-verifier")
model = AutoModelForTokenClassification.from_pretrained("vllm-sr/toolcall-verifier", device_map="auto") 
