What is Positional Encoding? Definition | AI Understanding

Incazelo

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

Imigomo ehlobene

I-ROPE (Ukushumekwa kwe-Rotary Positional)

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

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

I-Parameter-Efficient Fine-Tuning (PEFT)

Izindlela ezijwayelanisa amamodeli ngokuqeqesha isethi encane yamapharamitha angeziwe.

I-AGI (Artificial General Intelligence)

Isistimu ye-AI ecatshangelwayo engakwazi ukwenza imisebenzi eminingi yobuhlakani ezingeni lomuntu ezizindeni eziningi.

Isistimu yesofthiwe engabuka, icabange, futhi ithathe izinyathelo zokufeza umgomo, ngokuvamile isebenzisa amathuluzi nenkumbulo.

Amalebula engeziwe ngabantu noma imethadatha esetshenziselwa ukuqeqesha noma ukuhlola amamodeli okufunda omshini.

Funda kabanzi kumhlahlandlela wethu wamahhala

Positional Interpolation for Long Context Instant-NGP Hash Encoding Byte-Pair Encoding Tokenization and Byte Pair Encoding

Bhekafuthi

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

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