Transformers How to use hf-internal-testing/tiny-random-bert-sharded with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="hf-internal-testing/tiny-random-bert-sharded") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("hf-internal-testing/tiny-random-bert-sharded")
model = AutoModel.from_pretrained("hf-internal-testing/tiny-random-bert-sharded", device_map="auto") 
