模型:
ethzanalytics/stablelm-tuned-alpha-3b-sharded
This is a sharded checkpoint (with ~2GB shards) of the model. Refer to the original model for all details.
install transformers , accelerate , and bitsandbytes .
pip install -U -q transformers bitsandbytes accelerate
Load the model in 8bit, then run inference :
from transformers import AutoTokenizer, AutoModelForCausalLM model_name = "ethzanalytics/stablelm-tuned-alpha-3b-sharded" tokenizer = AutoTokenizer.from_pretrained(model_name) model = AutoModelForCausalLM.from_pretrained(model_name, load_in_8bit=True)