Bikpela tokples model

Wanpela bikpela tokples model (LLM) em i wanpela kain 'artificial intelligence' we inap long kliagut na kamapim tokples bilong ol man. Ol dispela model i lainim long rot bilong stadim planti teks long ol buk, websait, na ol narapela sos.

 Hau ol i wok 
Ol LLM i wok long painim ol pasin insait long tok ples. Ol i lainim grama, ol samting i tru, na hau ol wod i wok bung wantaim long rot bilong lukluk long planti bilien eksampel. Ol strongpela LLM i save yusim wanpela spesel disain ol i kolim "transformer," we i helpim ol long prosesim bikpela namba bilong ol teks hariap.

 Ol mak 
Maski ol LLM i gat strong, ol i ken mekim ol rong. Sampela taim ol i save putim ol 'bias' long ol trening data bilong ol, na ol i ken kamapim ol rong infomesen. Ol i lainim samting long ol tok i stap pinis na i no long kisim gutpela save olsem ol man i save mekim.

 Histori 
Bipo long 2017, ol model bilong tokples i bin isi moa. Bikpela senis i kamap taim Google i wokim "transformer" disain, we i mekim ol tokples model i kamap strong moa.

Ol bikpela samting i kamap em:

2018: BERT i bin kamap, we i helpim ol kompyuta long kliagut moa long tokples

2019: GPT-2 i bin kamap tasol ol i ting em i strongpela tru na ol man i bin wokim i wari long yusim nating

2022: ChatGPT i bin kamap na ol manmeri i save laikim tru

2023: GPT-4 i kamap na em inap long kliagut long ol rait na piksa wantaim

 Ol samting i kamap nau 
Nau yet, i gat planti kain kain LLM i stap. Sampela em i praivet, olsem GPT-4, na sampela em i op long olgeta manmeri i ken yusim, olsem LLaMA na Mistral. Long 2024, ol i ting GPT-4 em i wanpela bilong ol gutpela tok ples model.