Okwu nkọwapụta AI

Gịnị bụ ALiBi?

Nkọwa

Usoro nleba anya n'ọkwa nke na-ata akara nlebara anya dabere na anya akara ngosi, na-enyere ụdị aka iwepụta ogologo oge.

Okwu ndị metụtara

RoPE (Mgbakwunye ọnọdụ Rotary)
Usoro ngbanwe ọnọdụ nke na-atụgharị ajụjụ yana vectors igodo iji tinye koodu n'ọkwa akara.
Ngbanwe ọnọdụ
Ozi agbakwunyere na ntinye akara ka transformers nwee ike ịmata usoro usoro.
Nleba anya windo slide
Usoro nlebara anya ebe akara ngosi nke ọ bụla na-aga naanị na windo nwere oke nke akara dị nso iji belata mkpokọta.
Algorithmic Bias
Emeghị nke ọma n'usoro n'usoro ihe nrụpụta nke sitere na data skewed, echiche, ma ọ bụ nhọrọ nhazi.
Usoro nlebara anya
Akụkụ ihe atụ nke na-elekwasị anya na akụkụ dị mkpa nke ntinye mgbe ị na-emepụta mmepụta.
Ajọrọ njọ
Usoro njehie na-agbanwe agbanwe ma ọ bụ ezighi ezi na data ma ọ bụ omume nlereanya.

Mụtakwuo na ntuziaka efu anyị

ALiBi Position Bias

Hụkwa

BPE (Byte Pair Encoding)Multi-Head AttentionSentencePieceFlash AttentionANN (Approximate Nearest Neighbor)QLoRAHNSWDPO (Direct Preference Optimization)
Chọgharịa akwụkwọ nkọwa AI zuru ezuNyochaa ntuziaka AI niile efu