Hozirda dunyo bo'ylab ko'plab ochiq tayyorgarlik tillari mavjud, jumladan BERT ((Bidirectional Encoder Representations from Transformers), GPT ((Generative Pre-trained Transformer), ELMo ((Embeddings from Language Models)), XLNet ((Generalized Autoregressive Pretraining) va boshqalar. BERT - matnlarni tasniflash, gap o'xshashligini hisoblash va boshqa ko'plab tabiiy tilni qayta ishlash vazifalari uchun ishlatiladigan ikki tomonlama Transformerga asoslangan tayyorgarlik modeli.
spam fails_task lang_mismatch pii not_appropriate hate_speech sexual_content quality toxicity humor helpfulness creativity violence