What is RoPE (Rotary Positional Embeddings)? Definition | AI Understanding

Incazelo

Indlela yokubhala ikhodi ezungezisa umbuzo namavekhtha angukhiye ukuze ibethelwe izindawo zamathokheni ahlobene.

Imigomo ehlobene

Umbhalo Wekhodi Wendawo

Ulwazi lwengezwe ekushumekeni kwamathokheni ukuze ama-transformer akwazi ukuhlukanisa ukuhleleka kokulandelana.

Indlela yokuchema ejezisa izikolo zokunaka ngokusekelwe ebangeni lethokheni, isiza amamodeli ukuthi adlulele kunomongo omude.

Indlela yokubuyisa ekhiqiza ukuhlukahluka kwemibuzo eminingi, ibuyisa imiphumela ngayinye, futhi ihlanganise amazinga.

I-ANN (Cishe Umakhelwane Oseduze)

Ama-algorithms athola ama-vector aseduze nombuzo ngaphandle kokuqhathanisa okuphelele, ukuhweba ngokunemba ngesivinini.

I-RAG (Isizukulwane Sokubuyisa-Esithuthukisiwe)

Indlela ebuyisa ulwazi lwangaphandle futhi iluphakele ekukhiqizeni ngesikhathi sokunquma.

Ukufunda Okuqiniswayo Kwimpendulo Yomuntu (RLHF)

Indlela yokuqeqesha esebenzisa amasiginali athandwayo womuntu ukuze alolonge ukuziphatha okuyimodeli.

Funda kabanzi kumhlahlandlela wethu wamahhala

Audio Embeddings and Representation Learning Sentence-BERT Embeddings X-Vector Speaker Embeddings HyDE Hypothetical Document Embeddings

Bhekafuthi

Multi-Head Attention Sliding Window Attention Flash Attention BPE (Byte Pair Encoding)QLoRA SentencePiece DPO (Direct Preference Optimization)Tree of Thoughts

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala