Mirostat Perplexity Sarrafa
Mirostat wani algorithm ne na yanke hukunci wanda ke jagorantar fitar da samfurin harshe zuwa ga ruɗewar manufa (matakin saiti na mamaki) ta amfani da madaidaicin amsa.
Dubawa
Maimakon gyara top-k ko top-p a gaba, yana daidaitawa akan tashi don kiyaye rubutu daga karkacewa zuwa maimaitawa ko rashin daidaituwa.
Zurfafa nutsewa
Daidaitaccen hanyoyin yanke hukunci kamar top-k da nucleus (top-p) samfurin suna amfani da tsayayyen yankewa, don haka ainihin rashin tsinkayar rubutun da aka ƙirƙira na iya jujjuya tsatsauran ra'ayi, wani lokaci yana faɗuwa cikin madaukai, wani lokacin yana yawo cikin maganar banza. Mirostat, wanda Basu da abokan aikinsa suka gabatar a cikin 2020, sun sake tsara zazzagewa azaman matsalar sarrafawa. Kuna ƙididdige matakin mamaki na manufa ta hanyar siga da ake kira tau, wanda aka bayyana cikin sharuɗɗan ruɗani. Yayin da aka samar da kowace alama, Mirostat yana auna abin mamaki kuma yana kwatanta shi da manufa. Idan fitarwa yana zama abin iya faɗi sosai, yana sassauta guntu don shigar da ƙarin alamu iri-iri; idan yana samun mamaki sosai, yana takurawa. Wannan gyare-gyaren gudu yana kiyaye ruɗani yana shawagi kusa da abin da aka sa gaba a cikin dogon tsararraki, yana samar da ingantaccen inganci.
Fahimtar Fasaha
Mirostat yana ɗaukar ƙaddamarwa kamar ma'aunin zafi da sanyio. Yana kiyaye ƙididdiga masu gudana kuma yana amfani da sabuntawar sarrafawa mai sauƙi: kuskure yayi daidai da abin mamaki ban da manufa tau, kuma ana nudge m ƙofa mu ta hanyar ƙimar koyo eta sau wancan kuskuren. Ƙofar mu tana sarrafa yadda ake tarkace alamun ƙarancin yuwuwar kafin yin samfur. Sigar Mirostat 2 tana sauƙaƙa asalin asali ta hanyar zubar da zato game da rarrabawar Zipfian, yana mai da madaidaicin rahusa kuma mafi ƙarfi a cikin ƙira.
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 Mirostat Perplexity Sarrafawa
Ana samun Mirostat ko'ina cikin kayan aikin bincike na gida kamar llama.cpp, KoboldAI, da Ollama, inda masu amfani suka saita yanayin mirostat, tau, da eta. Ƙirƙirar tsarin sa na sarrafawa yana ƙarfafa ƙarin na'urori masu daidaitawa waɗanda ke tsara wasu sigina kamar gaskiyar gaskiya ko bambancin. Yayin da tsararru na dogon lokaci ke girma, sa ran za a haɗe samfurin amsawa tare da dawo da hukunci maimaituwa, da yuwuwar daidaita dabi'un tau ta atomatik waɗanda suka dace da nau'in, maye gurbin maƙasudin ruɗani.
Aiwatar da Gaskiyar Duniya
Tsayar da dogon labari ko tsararrun wasan kwaikwayo a cikin ƙa'idodin LLM na gida kamar KoboldAI daga durkushewa zuwa madaukai masu maimaitawa.
An fallasa a cikin llama.cpp da Ollama azaman saitunan mirostat (yanayin 1 ko 2, tau, eta) don masu sha'awar sha'awa suna daidaita ingancin fitarwa.
Tsayar da martani na chatbot ta yadda ba za su sake maimaita jimloli ba ko kuma su shiga cikin abubuwan da ba su dace ba cikin dogon zama.
Marubuta ke amfani da su waɗanda ke son daidaiton matakin ƙirƙira a duk faɗin hanyar da aka ƙirƙira maimakon ingantacciyar inganci.
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
Hukunci maimaituwa da Gudanar da yanke hukunci
Tambayoyin da ake yawan yi
Menene Sarrafa Mirostat Perplexity?
Mirostat wani algorithm ne na yanke hukunci wanda ke jagorantar fitar da samfurin harshe zuwa ga ruɗewar manufa (matakin saiti na mamaki) ta amfani da madaidaicin amsa. Maimakon gyara top-k ko top-p a gaba, yana daidaitawa akan tashi don kiyaye rubutu daga karkacewa zuwa maimaitawa ko rashin daidaituwa.
Menene Mirostat ke ƙoƙarin kiyayewa kusa da ƙimar da aka yi niyya yayin tsarawa?
Mirostat yana amfani da madauki na amsawa don kiyaye ruɗin rubutun da aka haifar, wanda aka saita ta ma'aunin tau, kusa da manufa cikin tsararraki.
Ta yaya Mirostat ya bambanta da ainihin top-k ko samfurin sama-p?
Top-k da top-p suna amfani da ƙayyadaddun ƙofa, yayin da Mirostat ke ci gaba da daidaita tsattsauran ra'ayin sa bisa ga abin mamaki, kamar tsarin sarrafawa.
A cikin Mirostat, wace rawa siga eta ke takawa?
Eta shine ƙimar koyo; yana misalta yadda ƙarfin ikon sarrafa mu ke sabunta mu don amsa kuskure tsakanin abin da aka gani da abin mamaki.
Menene babban cigaba na Mirostat version 2 akan sigar 1?
Mirostat 2 yana kawar da dogaro da zato na dokar Zipf da aka yi amfani da shi a cikin sigar 1, yana mai da algorithm mafi sauƙi kuma mafi girman abin dogaro a cikin ƙira.
Ina saitunan Mirostat suka fi samu ta masu amfani na yau da kullun?
Yanayin Mirostat, tau, da eta an fallasa su azaman zaɓukan yankewa a cikin shahararrun kayan aikin faɗar gida kamar llama.cpp, Ollama, da KoboldAI.