Transformers How to use hazyresearch/M2-BERT-32K-Retrieval-Encoder-V1 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("fill-mask", model="hazyresearch/M2-BERT-32K-Retrieval-Encoder-V1", trust_remote_code=True) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForMaskedLM
tokenizer = AutoTokenizer.from_pretrained("hazyresearch/M2-BERT-32K-Retrieval-Encoder-V1", trust_remote_code=True)
model = AutoModelForMaskedLM.from_pretrained("hazyresearch/M2-BERT-32K-Retrieval-Encoder-V1", trust_remote_code=True, device_map="auto") 
