import os
# Huggingface鏡像網站：http-s://hf-mirror.com
# 注意：修改環境變量一定要放到最上方！！！放到 import transformers前修改！！！
os.environ['HF_ENDPOINT'] = 'http-s://hf-mirror.com'

from transformers import AutoTokenizer

# with url: /distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json
check_point = 'distilbert-base-uncased-finetuned-sst-2-english'
tokenizer = AutoTokenizer.from_pretrained(check_point)
inputs = ['I‘m hunger', 'nice to meet you, lisi']
input = tokenizer(inputs, padding=True, truncation=True, return_tensors='pt')
print('input: ', input)

"""
input:  {'input_ids': tensor([[ 101, 1045, 1520, 1049, 9012,  102,    0,    0,    0], [ 101, 3835, 2000, 3113, 2017, 1010, 5622, 5332,  102]]), 
        'attention_mask': tensor([[1, 1, 1, 1, 1, 1, 0, 0, 0],  [1, 1, 1, 1, 1, 1, 1, 1, 1]])}
        
查看每個參數的性質:數值(.data),形狀(.shape),數據類型(.dtype),梯度(.grad)
"""