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")
https://huggingface.co/vllm-sr/toolcall-verifier/resolve/main/tokenizer.json
hf download hf://vllm-sr/toolcall-verifier/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/vllm-sr/toolcall-verifier/resolve/main/tokenizer.json
