Transformers How to use YuCollection/gemma-4-31B-it-assistant-bf16 with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("YuCollection/gemma-4-31B-it-assistant-bf16")
model = AutoModelForCausalLM.from_pretrained("YuCollection/gemma-4-31B-it-assistant-bf16", device_map="auto") 
