app.py

from transformers import AutoTokenizer, AutoModel, pipeline
from transformers.models.bert.configuration_bert import BertConfig
import gradio as gr

config = BertConfig.from_pretrained("czl/dnabert2")
tokenizer = AutoTokenizer.from_pretrained("czl/dnabert2", trust_remote_code=True)
model = AutoModel.from_pretrained("czl/dnabert2", trust_remote_code=True, config=config)

pipe = pipeline("feature-extraction", model=model, tokenizer=tokenizer)

demo = gr.Interface.from_pipeline(pipe)
demo.launch()