How to use vllm-sr/qwen3_generative_classifier_r16 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-0.6B") model = PeftModel.from_pretrained(base_model, "vllm-sr/qwen3_generative_classifier_r16")
How to use vllm-sr/qwen3_generative_classifier_r16 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="vllm-sr/qwen3_generative_classifier_r16")
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("vllm-sr/qwen3_generative_classifier_r16", device_map="auto")
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