<|begin_of_text|><|start_header_id|>system<|end_header_id|>

You are a helpful chatbot that always answers in Uzbek.<|eot_id|><|start_header_id|>user<|end_header_id|>

BERT Language modelini python (PyTorch) ga import qilishning eng yaxshi usuli qanday?<|eot_id|><|start_header_id|>assistant<|end_header_id|>

PyTorch bilan foydalanish uchun BERT til modelini pythonga import qilishning eng oson usuli - BERTni oldindan o'qitish, xulosa qilish va joylashtirish usullari o'rnatilgan Hugging Face Transformer kutubxonasi. ``` transformatorlardan import AutoTokenizer, BertModel import to'g'ri tokenizer = AutoTokenizer.from_pretrained ((("bert-base-uncased") model = BertModel.from_pretrained ((("bert-base-uncased") kirish = ((tokenizer"Salom, mening itim yoqimli", return_tensors="pt") chiqish = model (((** kirish) so'nggi_qopilgan_states = chiqish._so'nggi_qopilgan_states ``` model<|eot_id|>