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

Ma'anarsa

Hanyar rufaffen wuri mai jujjuya tambaya da maɓalli don rufaffen matsayi na alamar dangi.

Sharuɗɗa masu alaƙa

Rufaffen matsayi

Bayanin da aka ƙara zuwa abubuwan haɗin token don taswira za su iya bambanta tsari.

Hanyar nuna son kai wanda ke ladabtar da maki mai hankali dangane da nisa mai alama, yana taimaka wa samfura su fitar da su zuwa mafi tsayi.

Hanyar dawowa da ke haifar da bambance-bambancen tambaya da yawa, maido da sakamako ga kowannensu, kuma ya haɗa kima.

ANN (Kimanin Maƙwabcin Kusa)

Algorithms waɗanda ke nemo vectors kusa da tambaya ba tare da cikakkiyar kwatance ba, daidaitaccen ciniki don saurin.

RAG (Ƙara Ƙarfafawa)

Hanyar da za ta dawo da ilimin waje da ciyar da shi zuwa tsararraki a lokacin ƙididdigewa.

Ƙarfafa Koyo daga Sauraron Dan Adam (RLHF)

Hanyar horon da ke amfani da sigina na zaɓin ɗan adam don tsara halayen samfuri.

Ƙara koyo a cikin jagororinmu na kyauta

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

Duba kuma

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

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