How to use bespokelabs/Bespoke-Nimble-9B-v2 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-9B") model = PeftModel.from_pretrained(base_model, "bespokelabs/Bespoke-Nimble-9B-v2")
How to use bespokelabs/Bespoke-Nimble-9B-v2 with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("bespokelabs/Bespoke-Nimble-9B-v2", device_map="auto")
