Transformers How to use SmallDoge/Doge-320M-Instruct with Transformers:
# Use a pipeline as a high-level helper
# Warning: Pipeline type "question-answering" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# pip install "transformers<5.0.0"
from transformers import pipeline
pipe = pipeline("question-answering", model="SmallDoge/Doge-320M-Instruct", trust_remote_code=True) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("SmallDoge/Doge-320M-Instruct", trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained("SmallDoge/Doge-320M-Instruct", trust_remote_code=True, device_map="auto") 
