Byagenze bite
Abashakashatsi bakoze urwego rushya rukoresha Ururimi runini (LLMs) kugirango batange ibihe byuruhererekane rwibikorwa byo gukora. Urwego rurimo guhuza neza LLMs yatojwe mbere yuburyo bwo gukora no gukoresha tekinike ya Retrieval Augmented Generation (RAG) kugirango yongere amakuru atandukanye kandi nyayo.
Abashakashatsi bahuze neza LLMs yabanje gutozwa amabwiriza yo gukora.
Bakoresha uburyo bwa Retrieval Augmented Generation (RAG) kugirango bongere amakuru atandukanye kandi nyayo.
Urwego rusuzumwa hifashishijwe uburyo bwa gakondo bwo kwerekana imiterere nka ARIMA na LSTMs.
Ibipimo byuzuye, isesengura rya PCA, hamwe nibikorwa byo hasi (anomaly detection) bikoreshwa mugusuzuma urwego.
Ibisubizo byerekana ko uburyo bwa LLM butwarwa burenze ibyingenzi, bikabyara ubuziranenge bwibihe byiza byuruhererekane.
Ibisobanuro birambuye: arxiv.org ↗
Impamvu ari ngombwa
Ubuke bwibimenyetso byigihe-byuruhererekane mubikorwa nyabyo byo gukora kwisi bibangamira iterambere ryimikorere yimashini ikomeye. Uru rwego rufite ubushobozi bwo gukemura iki kibazo mugutanga amakuru meza yo murwego rwohejuru rwibihe byamakuru bifata neza biterwa nigihe gito hamwe numubare wibarurishamibare ryamakuru yakozwe.
Ubuke bwibimenyetso byigihe-byuruhererekane mubikorwa-byukuri byo gukora kwisi bidindiza iterambere ryimashini zikomeye zo kwiga imashini.
Uru rwego rufite ubushobozi bwo gukemura iki kibazo mugutanga amakuru meza yo murwego rwo hejuru.
Urwego rushobora gukoreshwa mugutezimbere imikorere yimashini yiga imashini muburyo bwo gukora.
Urwego rushobora kandi gukoreshwa kugirango ugabanye ikiguzi nigihe kijyanye no gukusanya no gushyiramo umubare munini wigihe cyurukurikirane rwamakuru.
Urwego rufite ubushobozi bwo kunoza imikorere ningirakamaro mubikorwa byo gukora.
Uburyo bukoreshwa: Uburyo bukora
Shakisha ikoranabuhanga ryihishe inyuma yiri terambere.
A route planner searches possible journeys using explicit rules. What does this illustrate about AI?
Ibyo kureba
Imikorere yimikorere ya LLM izagereranywa nubuhanga gakondo bwo kwerekana imiterere nka ARIMA na LSTMs. Ibisubizo bizerekana imikorere yurwego rwo kubyara amakuru meza yo murwego rwo hejuru.
Imikorere ya LLM itwarwa nuburyo izagereranywa nubuhanga gakondo bwo kwerekana imiterere nka ARIMA na LSTMs.
Ibisubizo bizerekana imikorere yurwego rwo kubyara amakuru meza yo murwego rwo hejuru.
Urwego ruzasuzumwa hifashishijwe ibipimo byuzuye, isesengura rya PCA, hamwe nibikorwa byo hasi (gutahura anomaly).
Urwego rufite ubushobozi bwo kunoza imikorere yuburyo bwo kwiga imashini muburyo bwo gukora.
Urwego rushobora gukoreshwa kugirango ugabanye ikiguzi nigihe kijyanye no gukusanya no kuranga umubare munini wigihe-cyamakuru.