Okwu nkọwapụta AI

Gịnị bụ RoPE (Mgbakwunye ọnọdụ Rotary)?

Nkọwa

Usoro ngbanwe ọnọdụ nke na-atụgharị ajụjụ yana vectors igodo iji tinye koodu n'ọkwa akara.

Okwu ndị metụtara

Ngbanwe ọnọdụ
Ozi agbakwunyere na ntinye akara ka transformers nwee ike ịmata usoro usoro.
ALiBi
Usoro nleba anya n'ọkwa nke na-ata akara nlebara anya dabere na anya akara ngosi, na-enyere ụdị aka iwepụta ogologo oge.
RAG-Fusion
Usoro nweghachi nke na-ewepụta ọtụtụ ụdị ajụjụ, na-eweghachite nsonaazụ maka nke ọ bụla, na-ejikọta ọkwa.
ANN (Ihe agbataobi kacha nso)
Algorithms nke na-achọta vector dị nso na ajụjụ na-enweghị ntụle zuru oke, na-ere ahịa maka ọsọ.
RAG (Ọgbọ eweghachite-agbakwunyere)
Usoro nke na-eweghachite ihe ọmụma dị n'èzí ma na-azụ ya n'ime ọgbọ n'oge ntinye.
Mụta nkwalite site na nzaghachi mmadụ (RLHF)
Usoro ọzụzụ nke na-eji akara mmasị mmadụ na-akpụzi omume nlereanya.

Mụtakwuo na ntuziaka efu anyị

Audio Embeddings and Representation LearningSentence-BERT EmbeddingsX-Vector Speaker EmbeddingsHyDE Hypothetical Document Embeddings

Hụkwa

Multi-Head AttentionSliding Window AttentionFlash AttentionBPE (Byte Pair Encoding)QLoRASentencePieceDPO (Direct Preference Optimization)Tree of Thoughts
Chọgharịa akwụkwọ nkọwa AI zuru ezuNyochaa ntuziaka AI niile efu