Chii chaitika
Vatsvagiri vakaunza Werewolf bhenji inoyera kuti kucherechedza maLLM anovandudza sei zvavanotenda mushure mekugamuchira fungidziro uye meseji yekupomera. Kupfuura 1,224 mameseji akatsanangurwa uye makumi mana akavhurika-huremu magadzirirwo emodhi, mamodheru akakura aiwanzo ratidza mapere echokwadi kubva munhoroondo yemutambo asi akaramba achikanganiswa zvakanyanya nekupomerwa uye kufungidzirwa kuvimbika kwemupomeri.
Bepa rinokurudzira kuongorora kuchinja kwekutenda pane kuvimba chete nemhedzisiro yemutambo wekubvisa magariro. Mukugadzirisa kwayo, modhi inocherekedza yemusha inogamuchira mameseji emitambo, kusanganisira kufungidzira uye kupomerwa, uye vaongorori vanoyera kuti zvavanotenda zvinoshanduka sei mushure memeseji yega yega.
Iyo abstract mishumo inobuda kubva ku40 yakavhurika-huremu LLM zvigadziriso uye 1,224 mameseji akatsanangurwa. Mienzaniso mikuru yakaita zvirinani pakusiyanisa makudo kubva kuvagari vemumusha vachishandisa nhoroondo yemutambo izere. Zvakadaro, kupomerana kwakaramba kuchiwedzera kufungirana kune ari kupomerwa uye kuderedza kunyumwira kune ari kupomera, kunyanya apo mupomeri akange atovimbwa.
Nzira yakataurwa yakaramba iripo kunyange apo mupomeri aivimbwa naye akanga akabatana nemapere. Mahombe modhi aikwanisa kuramba kupomerwa nevapomeri vavasina kuvimba navo kare, asi modhi dzinosvika mabhiriyoni zana nemakumi maviri dzichiri kunetseka kubatanidza zviri mupomero nekuvimbika kwekwakabva. Kwarinobva hakuna akadzama pa-modheni zvibodzwa, kusava nechokwadi kwenhamba, kana kudzokorora kwakazvimiririra mune zvinyorwa zvinopihwa.
Nei zvichikosha
Chidzidzo chinoratidza hutera chaihwo mukutaurirana kwakarongeka: mhando dzinogona kusapatsanura zvakakwana kuvimbika kwemutauri kubva kune humbowo huri mukutaura kwemutauri. Izvo zvine basa kune vamiririri veLLM vanoshanda muzvirongwa umo mameseji anogona kusarudza, kunyengera, kana mhandu. Mhedzisiro iyi ibhenji uye kutsvaga kutsvaga, kwete humbowo hwekuti ese akaiswa AI masisitimu anoita nenzira iyi kana kuti ongororo yakawedzera kupfuura Werewolf.
Kune vaongorori vanoongorora vamiririri veLLM, mhedzisiro inoratidza kuti budiriro yemutambo wekupedzisira inogona kuvanza kusasimba kwakakosha mukufunga kwepakati nekuvandudza kutenda. Mutevedzeri unogona kusvika pasarudzo inonzwisisika uchiri kuwandisa uyo akapa chikumbiro pane kuongorora chikumbiro pamwe chete nehumbowo huripo.
Zvazvinoreva zvinogumira asi zvinobatsira: ongororo yevamiririri vanotaurirana kana kuita sarudzo kubva mumishumo yakawanda ingangoda kuyera shanduko yekutenda mushure memeseji yega yega, kusanganisira zviitiko apo mutauri anovimbika ari kurasisa. Chidzidzo ichi hachiratidze kuti maitiro akafanana anoitika mune zvigadzirwa zvakatumirwa kana mune zvisiri zvemitambo marongero.
Interactive Mechanism: Iyo Inonyatsoshanda
Ongorora ari pasi tekinoroji kuseri kwekusimudzira uku uchipindirana.
Which component of an AI application is the machine-learning model itself?
Zvekutarisa zvinotevera
Iyo uye kodhi inowanikwa kuburikidza nesaiti yeprojekiti, asi sosi yacho haitaure marezinesi, ruzivo rwekutambira, kana kuti mhando dzakaongororwa dziripo kuti dzishandiswe neveruzhinji. Rimwe basa rinofanirwa kuyedza kana kutsvaga kuchiendeswa kune mamwe mabasa ekutaurirana, kana kudzidziswa kunovandudza tsime-zvirimo kufunga, uye kuti yakawanda sei mibairo inoenderana nekugadzirwa kwemutambo uye sarudzo dzezvirevo.
Vanyori vanoti bhenji uye kodhi inowanikwa pane yakabatana purojekiti peji. Nzvimbo yakapihwa hainyore zvinodikanwa zvekuwana, kupihwa rezenisi, mitengo, masisitimu anotsigirwa, kana kuti inosanganisira yemhando yezvinobuda kupfuura meseji yakanyorwa.
Zvinokosha zvisingazivikanwe zvinosanganisira kuti mameseji akagadzirwa sei uye akatsanangurwa, kuti kuvimba kwakamiswa sei, kana mhedzisiro yacho yakasimba pane imwe neimwe mhando, uye kana mamodheru akakura 'akavandudzwa emutambo-nhoroondo kufunga anoshandura mukuramba kuri nani kunyengedza.
Kudzokorodza kune mamwe mabasa ekutaurirana kwaizobatsira kuona kana iri Werewolf-chaiyo mhedzisiro kana mhedziso yakafara mukuti vamiririri veLLM vanosanganisa sei kutendeseka kwenzvimbo nezviri kupomerwa.