Gukoresha ibikoresho no Kwiyigisha Igikoresho Gukoresha
Igikoresho ni 2023 Meta Uburyo bwa AI butuma icyitegererezo cyururimi cyiyigisha igihe nuburyo bwo guhamagara ibikoresho byo hanze nka calculatrice, moteri zishakisha, nabasemuzi.
Incamake
Instead of humans labeling tool calls, the model generates and filters its own training examples, then fine-tunes on the ones that actually help.
Kwibira cyane
Ibikoresho, uhereye kuri Schick n'abandi. kuri Meta AI, ikemura paradox: moderi nini nini mururimi ariko mbi mubiharuro, ibintu bishya, no gushakisha neza. Amahugurwa azenguruka wenyine. Icyitegererezo gihabwa ingero zingero zanditswe n'abantu zerekana syntax ya API-guhamagara, hanyuma igasabwa gushyiramo abakandida bahamagaye (bipfunyitse mu kimenyetso kidasanzwe) ahantu henshi hakurya yinyandiko nini. Buri mukandida wahamagaye arakozwe mubyukuri, kandi ibisubizo byatanzwe. Intambwe yingenzi yo kuyungurura ituma igikoresho cyo guhamagara ari uko gusa ibisubizo bya API bigabanya urugero rwicyitegererezo ku nyandiko nyayo iri hafi kuruta guhamagara, cyangwa guhamagara ukundi. Icyitegererezo noneho giteguwe neza kuri iyi filteri, yakozwe na dataset yonyine, yiga gutabaza ibikoresho bitanu: kubara, sisitemu ya QA, moteri ishakisha, umusemuzi, na kalendari.
Ubushishozi
Igitekerezo gihamye nintego yo kugenzura ubwayo. Kuri buri mwanya wabakandida, Toolformer igereranya igihombo cyo guhanura ibimenyetso bikurikira hamwe nigisubizo cya API cyinjijwemo nta nacyo. Ihamagarwa rigabanya igihombo kurenza urwego rugumaho; guhamagara bidafite akamaro cyangwa urusaku birajugunywe. Ibi bivuze ko nta bisobanuro byabantu byerekana 'gukoresha' ibikoresho bikenewe, icyitegererezo ubwacyo ni cyo gihitamo guhamagarwa kwari gutanga amakuru, kandi yiga gushyira hamwe n'impaka hamwe.
Ingaruka z'Ingamba
Igiciro na bije
Ibyemezo byubwubatsi bitwara imikorere nigiciro cyimikorere kumyaka.
Ibyemezo bisobanutse
Ubuhanga bwa tekinike bufasha amakipe guhitamo umurongo ukwiye, ntabwo ari shyashya gusa.
Kugenzura ubuziranenge
Guhitamo neza bya injeniyeri bigabanya ibintu byizewe mubikorwa.
Ejo hazaza h'ibikoresho no Kwifashisha Igikoresho
Toolformer yabibye ibikoresho byumunsi-gukoresha no guhamagarira abakozi. Imipaka iragenda iva mu ntoki zihamye zigana ku mirongo cyangwa amagana yavumbuwe mu gihe cyagenwe, hamwe na moderi itekereza ku gikoresho cyo guhamagara, kuboha iminyururu, no gukemura ibibazo byananiranye. Tegereza kwishyira hamwe gukomeye hamwe no kwiga gushimangira hamwe no guhinduranya abakozi, hiyongereyeho no kuguruka-biguruka kuri APIs nshya, kugirango ibikoresho byo kwiyigisha ubwabyo bihinduke ubushobozi busanzwe aho kuba injyana yihariye.
Gushyira mu bikorwa Isi
Hamagara kubara API hagati yinteruro kugirango ubone imibare nyayo aho gukeka igisubizo cyumubare.
Kubaza gushakisha cyangwa QA sisitemu yo kuzana amakuru agezweho cyangwa gake-amakuru adasanzwe.
Kwiyambaza imashini-guhindura imashini kugirango itange interuro mu rundi rurimi mu nyandiko yatanzwe.
Koresha ikirangaminsi / itariki igikoresho kugirango ukemure ibyerekeranye nka 'vendredi itaha' kumunsi wihariye.
Ingaruka & Kurinda
Gutezimbere igipimo kimwe gishobora guhisha intege nke za sisitemu.
Ibikorwa Remezo no kubungabunga akenshi usanga bidahabwa agaciro.
Icyuho cyumutekano no kwitegereza birashobora kwiyongera uko sisitemu igenda igorana.
Igishushanyo mbonera
Sobanura ubukererwe, ubuziranenge, nigiciro cyibiciro mbere yo kubishyira mubikorwa.
Ibipimo byerekana umutwaro ufatika hamwe namakuru yimiterere.
Gukurikirana ibikoresho kubikosa, drift, ningaruka zabakoresha.
Tegura inzira yo gusubiza ibyabaye mbere yo gupima.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Kwiyerekana wenyine mubakozi
Ibibazo bikunze kubazwa
What is Toolformer and Self-Taught Tool Use?
Igikoresho ni 2023 Meta Uburyo bwa AI butuma icyitegererezo cyururimi cyiyigisha igihe nuburyo bwo guhamagara ibikoresho byo hanze nka calculatrice, moteri zishakisha, nabasemuzi. Aho kugirango abantu bandike ibikoresho bahamagaye, icyitegererezo kibyara kandi kigashungura ingero zacyo zamahugurwa, hanyuma ugahuza neza kubifasha mubyukuri.
Niki gituma uburyo bwa Toolformer kubikoresho byo kwiga bukoresha umwihariko?
Toolformer yiyobora wenyine: icyitegererezo gitanga umukandida API guhamagara, aragikora, kandi agumana gusa abafasha, nta gutangaza abantu gukoresha neza.
Nibihe bipimo Toolformer ikoresha kugirango ihitemo niba ukomeza umukandida API guhamagara?
Ihamagarwa rigumaho gusa iyo kwinjiza ibisubizo bigabanya urugero rwicyitegererezo / igihombo kumyandiko nyayo igiye kurenga imbibi, byerekana ko ari ingirakamaro rwose.
Ni ubuhe buryo bwibikoresho ibikoresho byumwimerere wize gukoresha?
Igikoresho cyatojwe gutabaza API eshanu: kubara, sisitemu yo gusubiza ibibazo, moteri ishakisha, umusemuzi wimashini, na kalendari.
Nigute guhamagarira ibikoresho bigaragarira mubyanditswe mugihe cya Toolformer?
Abakandida bahamagaye nibisubizo byabo byinjijwe byinjijwe mumurongo ukoresheje ibimenyetso byihariye, bityo icyitegererezo cyiga gushyira hamwe n'impaka hamwe.
Ni ubuhe bushobozi bwibanze bwururimi runini rwashishikarije Toolformer?
Nubwo ubuhanga bukomeye bwururimi, LLMs irwana nukuri kubara, amakuru agezweho, hamwe namakuru yukuri yo kugarura amakuru, ibikoresho byo hanze bishobora gutanga.