IA ay gis-gis
Hallucination IA mooy su benn model waxee lu dul dëgg melni lu dëggu la - citation bu baaxul, lim buñ defar, lu jaarul yoon - ci anam wu leer te wóolu boppam.
Résumé
It is the single biggest trust problem with today's language models.
Plongeur bu xóot
Hallucinations duñu ay gunóor ci anam wi ñu koy faral di defee; Dañu génn ci ni model bi di doxee. Benn xeetu làkk dañu koy tàggat ngir mu defar mbind mu wóor ci wàllu lim, te du ngir xool dëgg gi. Su amee benn bërëb bu mu musul jàng, wala laaj bu amul tontu bu leer ci taggat bi, du wax 'Xamuma.' Lu moy loolu dafay defar wéyal bu gëna am solo, te mën nekk defar bu wóolu boppam. Li génne dafay jaar yoon, kon njuumte bi yomb naa ñàkk. Formu yiñ gëna xam ñooy titre téere yuñ sosal wala dosiye yu yoon, URL yu baaxul, sitaasioŋ yuñ joxe ci anam wu jaarul yoon, ak nimero yu wóor waaye yu dul dëgg. Dañu gëna am loraange ci wàllu medsin, yoon, ak wàllu xaalis, ndax tontu bu jaarul yoon mën na gëna njëg tontu bu leer. Li am solo mooy, doonte dañu joxe këyit yu jaar yoon, model yi mën nañu leen weddi wala ñu baña bàyyi xel ci.
Gis-gis xarala
Sabab bi mooy mébetu taggat bi: wax luy waaja am ci token bi ci topp ngir gëna am wóór, te amul benn saytu dëgg buñ tabax ci biir te amul benn siñaal bu wóór buy wax ni 'Yaakaaruma.' Retrieval-augmented generation (RAG) dafay jàppale ci dugal këyitu source dëgg ci laaj bi, waaye du garab guy faj - jàngat yi dañu wane ni model yi dañuy xalaat ba leegi su retrieval bi amee bruit wala su 'xam-xam' bi ci biir model bi di xëccoo ak bind biñ jëlee. Yeneen mitigations bokkuna ci tontu yu gëna jubal ci citations, re-ranking firnde yiñ jëlee, ak taamu fine-tuning buy neexal gëm, génne yu am source-supported.
njeextalu pexe
Gaawaay ak yaatuwaay
Liggéeyukaay yi ci làkk yi mën nañu gëna gaaw te duñu yàq deggoo gi.
Dugg ak yegg
Dafay yaatal jëfandikoo gi ci làkk yi ak ci anam yi ñuy jokkoo.
dogal yu gëna leer
Ekip yi mën nañu gëna yàgg ci àtte ci jamono ji otomatisation di liggéey ci baamtu.
Ëlëgu IA
Hallucinations dina wàññeeku, du dindi - ñu ngi lëkkaloo ak core probabiliste ci xeetu yii. Xaarandil etalonnage bu gëna baax (model yiy wane ñàkka wóor), grounding bu gëna dëgër ak ay citations yuñ mëna firnde, saytu sa bopp otomatik ak paas yu dëggu, ak 'moytu' jeffin yu model bi di wàññeeku moo gën ñuy xalaat. Benchmark yi ak sàrt yi dina ñu tax jaaykat yi xamle ni ñuy gisee luñuy xalaat lu jaarul yoon. Leegi tontu li gëna neex mooy xoolaat nit ñi boole ci seetlu ak xool ndax dëgg la, rawatina fépp fu njëgu tontu bu jaarul yoon bu wóolu boppam yéeg.
Doxal ci àdduna dëgg
Assistant legal buy wax ci dosiye yu amul, ak ay tur yu nuru dëgg ak nimero dosiye
Ab chatbot buy sosal ab këyitu akademik bu wóor waaye bu baaxul ak bindkat buñu ko laajee ab balluwaay
Jàppalekatu kodage buy woo ab fonction bibliotek wala ab paramet API bu musul am dëgg
Résumé médical buy wax dose bu wóór bu dëppoo ak këyit biñ ko jox
Risk yi ak balustrade yi
Lépp lu jaarul yoon mën na dugg ci rapoor yi, jàppale ci liggéey bi, wala ci njariñu gëstu bi.
Sensibilite bu gaaw mën na jur njariñ yu wuute ci laajte yu noonu mel.
Done yu am solo mën nañu feeñ sudee seytu jëfandikoo gi néew doole.
Roadmap ngir samp gi
Mandargal formaa génne gi, melokaan bi, ak standard kalite yi laata ngay dugal ko.
Tontu yu am solo ak balluwaay yu wóor saa yu dëggu bi di am solo.
Fexeel am barabu xool nit ñi ngir am njariñ yu am solo.
Toppal anami gacce yi ak di faral di tàggataat ay laaj wala def-liggéey.
Weyal di banneexu
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Next ci Fondation IA
Léeboonu IA
Laaj yi ñuy faral di laaj
What is AI Hallucinations?
Hallucination IA mooy su benn model waxee lu dul dëgg melni lu dëggu la - citation bu baaxul, lim buñ defar, lu jaarul yoon - ci anam wu leer te wóolu boppam. Mooy jafe-jafe bi gëna mag ci wàllu wóolu làkk yi ci jamono jii.
Lan mooy sabab bi tax modeli làkk yi di xalaat lu jaarul yoon?
Modèle yi dañuy optimiser ngir jeton yi ci topp ci wàllu statistik. Ndax amul benn saytu dëgg buñ tabax ci biir, dañuy feesal bërëb yi ak ay génnekaay yu mëna gëm te mën nekk njuumte.
Lan moo waral gis-gis yu jaarul yoon nekk lu jafee gis?
Ndax njuumte gi dafa neex te wóor, dafay jaxasoo ak tontu yu jaar yoon, te jëfandikukat yi mën nañu ko wóolu.
Ndax génération augmenté de récupération (RAG) dafay dindi bépp gis-gis bu jaarul yoon?
RAG dafay wàññi hallucinations ci tontu yu am ci balluwaay yu dëggu, waaye model yi mën nañu ba leegi hallucinate sudee retrieval bi jaarul yoon wala muy xëccoo ak seen xam-xam bi ci biir.
Lan mooy misaalu gis-gis bu dëggu bi?
Sosal citation bu amul waaye nuru lu am solo, ab hallucination bu yàgg la — wóolu sa bopp, leer, ak njuumte.
Ban xeetu paj moo gëna am solo ngir wàññi gis-gis yu jaarul yoon?
Grounding ci këyitu dëgg, joxe ay balluwaay, re-ranking firnde, ak tànneef-tuning ngir njub lépp di jàppale ngir wàññi defar.