Windows mahallin
Tagar mahallin ita ce matsakaicin adadin rubutu - wanda aka auna cikin alamomi - wanda samfurin zai iya karantawa kuma ya kiyaye shi a lokaci guda.
Dubawa
It sets a hard limit on how much of your conversation, documents, or instructions the model can actually use.
Zurfafa nutsewa
Samfura ba sa karanta haruffa ko kalmomi kai tsaye; suna karanta alamomi, inda alama ce guntun rubutu kusan kashi uku cikin huɗu na kalma a Turanci. Tagan mahallin yana ƙirga saƙon tare da nasa martanin samfurin. Farkon GPT-3 ya sarrafa kusan alamu 2,000; ta 2025–2026 ƙirar kan iyaka ta faɗaɗa sosai - Google's Gemini ya kai alamomi miliyan ɗaya zuwa biyu, Claude da yawa da kuma samfuran GPT suna ba da 128K har zuwa miliyan ɗaya, wanda ya isa ga duka littattafai ko ɗakunan ajiya. Amma girma ba ta atomatik ya fi kyau ba. Saboda hankali yana kwatanta kowane alama da kowane, ƙididdigewa da ƙimar ƙwaƙwalwar ajiya suna tashi sosai tare da tsayi. Hakanan samfura suna nuna tasirin 'ɓacewa a tsakiya', suna tuno bayanai a farkon da ƙarshen dogon shigarwar fiye da abin da aka binne a tsakiya.
Fahimtar Fasaha
Duk abin da ke cikin buƙatu ɗaya - umarnin tsarin, jujjuyawar hira ta farko, takaddun da aka liƙa, da kuma samar da amsar da ake samarwa - dole ne su dace cikin kasafin kuɗin alama. Lokacin da ya cika, ana zubar da mafi tsufa abun ciki ko kuma dole ne a taƙaita shi, wanda shine dalilin da ya sa doguwar hira kamar 'mantawa'. Manyan tagogi suna da tsada saboda ma'aunin hankalin kai kusan tare da murabba'in ƙidayar alama, kuma saboda ƙirar tana adana maɓalli/daraja ga kowane alama, yana cinye ƙwaƙwalwar ajiya. Wannan shine dalilin da ya sa masu samarwa suna farashi ta alamomi kuma dalilin da yasa dawowa ya fi arha fiye da cusa komai cikin mahallin.
Dabarun Tasiri
Gudu da sikelin
Gudun aikin harshe na iya tafiya da sauri ba tare da sadaukar da daidaito ba.
Shiga ku isa
Yana faɗaɗa damar shiga cikin harsuna da salon sadarwa.
Shawarwari masu haske
Ƙungiyoyi za su iya ciyar da ƙarin lokaci akan hukunci yayin da aiki da kai ke sarrafa maimaitawa.
Makomar Windows Context
Gilashin mahallin za su ci gaba da girma, amma abin da aka fi mayar da hankali yana canzawa daga ɗanyen girman zuwa ingantaccen amfani. Dabaru kamar ingantattun horon yanayi na dogon lokaci, haɓakar hankali, da maɓalli na maɓalli/daraja da nufin rage matsalar 'ɓacewa a tsakiya' da madaidaicin farashi. Ƙirar da aka haɓaka-dawowa za ta kasance mai dacewa mai amfani, tare da ɗauko guntun abubuwan da suka dace kawai maimakon biyan kuɗi don aiwatar da miliyoyin alamu kowane kira. Yi tsammanin 'yadda amintacce samfurin zai iya amfani da tagansa' don komai fiye da matsakaicin adadin kanun labarai.
Aiwatar da Gaskiyar Duniya
Manna gaba ɗaya kwangila ko takarda bincike don samfurin zai iya amsa tambayoyi game da shi ba tare da rasa sassan farko ba.
Dogayen zaman coding inda mataimaki ke buƙatar adana fayiloli da yawa da canje-canjen da suka gabata a gani lokaci guda.
Bots goyan bayan abokin ciniki waɗanda dole ne su tuna da cikakken baya-da-gaba na tattaunawa don kasancewa da daidaito.
Yin nazarin manyan rajistan ayyukan ko kwafi inda mahimman bayanai na iya zama da nisa kuma suna haɗarin 'ɓacewa a tsakiya.'
Hatsari & Tsare-tsare
Abubuwan da aka ruɗe suna iya shigar da rahotanni cikin nutsuwa, kwararar tallafi, ko abubuwan bincike.
Hankali na gaggawa na iya ƙirƙirar sakamako mara daidaituwa a cikin buƙatun iri ɗaya.
Za a iya fallasa bayanan rubutu mai ma'ana idan ikon samun dama yana da rauni.
Taswirar Hanya
Ƙayyade tsarin fitarwa, sautin, da ma'auni masu inganci kafin fitowa.
Amsa a ƙasa tare da amintattun tushe a duk lokacin da daidaito ya shafi mahimmanci.
Ajiye wurin binciken ɗan adam don abubuwan da ake samu masu girma.
Bibiyar tsarin gazawar kuma sake horar da tsokaci ko tafiyar aiki akai-akai.
Ci gaba da Bincike
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Jagora na gaba
Ƙididdigar Tagar Mahalli na YaRN
Tambayoyin da ake yawan yi
What is Context Windows?
Tagar mahallin ita ce matsakaicin adadin rubutu - wanda aka auna cikin alamomi - wanda samfurin zai iya karantawa kuma ya kiyaye shi a lokaci guda. Yana saita ƙaƙƙarfan ƙayyadaddun ƙayyadaddun ƙayyadaddun tattaunawar ku, takardu, ko umarnin da ƙirar za ta iya amfani da ita.
Menene mahallin mahallin samfurin ke auna?
Tagar mahallin ita ce kasafin kuɗi don buƙatu ɗaya - nawa rubutun samfurin zai iya karantawa da amsawa a cikin lokaci ɗaya.
Menene alama a cikin wannan mahallin?
Samfura suna aiwatar da rubutu azaman alamu, waɗanda su ne guntun kalmomi; a Turanci matsakaiciyar alama tana kusan kashi uku cikin huɗu na kalma.
Wadanne abubuwa ne ke ƙidayar tagar mahallin a cikin buƙatu ɗaya?
Gabaɗayan buƙatun sun raba kasafin kuɗi ɗaya: umarni, tarihin tattaunawa, duk wani abun ciki da aka liƙa, da abin da samfurin ya fitar duk suna cinye alamu.
Me yasa taga mahallin da ya fi girma ba ta da kyau ta atomatik?
Farashin mai da hankali yana girma kusan tare da murabba'in ƙidayar alama, kuma 'ɓacewa a tsakiya' yana nufin tsakiyar bayanan bayanan za'a iya tunawa da ƙarancin dogaro.
Me yasa ake yawan amfani da ƙarni na sake dawowa (RAG) maimakon sanya komai a cikin taga mahallin?
RAG yana dawo da abubuwan da suka dace na tushen ilimi, yana guje wa farashin ciyar da adadi mai yawa na rubutu a cikin ƙirar akan kowane buƙatu.