How to use vllm-sr/vela3-fast with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-classification", model="vllm-sr/vela3-fast", trust_remote_code=True)
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("vllm-sr/vela3-fast", trust_remote_code=True) model = AutoModel.from_pretrained("vllm-sr/vela3-fast", trust_remote_code=True, device_map="auto")
https://huggingface.co/vllm-sr/vela3-fast/resolve/main/tokenizer.json
hf download hf://vllm-sr/vela3-fast/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/vllm-sr/vela3-fast/resolve/main/tokenizer.json
