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from github import Github import requests import os

def use_codebert(file_content): tokenizer = BertTokenizer.from_pretrained('microsoft/codebert-base') model = BertModel.from_pretrained('microsoft/codebert-base') inputs = tokenizer(file_content, return_tensors="pt") outputs = model(**inputs) # Use outputs as features return outputs.last_hidden_state[:, 0, :] # Example: take the CLS token representation baidu download github