Dubawa
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.
Mirostat Perplexity Sarrafa wani ɓangare ne na tarin harshe-AI da ake amfani da shi don karantawa, ƙirƙira, rarrabawa, da canza rubutu da magana a sikeli.
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.
Jagoran 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. Maimakon gyara top-k ko top-p a gaba, yana daidaitawa akan tashi don kiyaye rubutu daga karkacewa zuwa maimaitawa ko rashin daidaituwa. Mirostat Perplexity Sarrafa wani ɓangare ne na tarin harshe-AI da ake amfani da shi don karantawa, ƙirƙira, rarrabawa, da canza rubutu da magana a sikeli. Don gina zurfin fahimta, kula da Mirostat Perplexity Sarrafa azaman ƙirar aiki, ba fasali ɗaya ba: ayyana sakamakon da ake so, fayyace zato, kuma raba abin da tsarin zai iya yi da dogaro daga abin da har yanzu ke buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi suna amfani da Mirostat Perplexity Sarrafa ƙirar ƙira, dawo da, da sake duba madaukai azaman tsarin sadarwa mai haɗaka. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Gudun aikin harshe na iya tafiya da sauri ba tare da sadaukar da daidaito ba. A lokaci guda, abubuwan da ba a iya gani ba na iya shigar da rahotanni cikin nutsuwa, kwararar goyan baya, ko abubuwan bincike. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Gudun aikin harshe na iya tafiya da sauri ba tare da sadaukar da daidaito ba.
Gudun aikin harshe na iya tafiya da sauri ba tare da sadaukar da daidaito ba. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Yana faɗaɗa damar shiga cikin harsuna da salon sadarwa.
Yana faɗaɗa damar shiga cikin harsuna da salon sadarwa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙungiyoyi za su iya ciyar da ƙarin lokaci akan hukunci yayin da aiki da kai ke sarrafa maimaitawa.
Ƙungiyoyi za su iya ciyar da ƙarin lokaci akan hukunci yayin da aiki da kai ke sarrafa maimaitawa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
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.
Hanyoyin Aiwatarwa
Mirostat Perplexity Sarrafa a aikace
Tsayar da dogon labari ko tsararrun wasan kwaikwayo a cikin ƙa'idodin LLM na gida kamar KoboldAI daga durkushewa zuwa madaukai masu maimaitawa.
Tsayar da dogon labari ko tsararrun wasan kwaikwayo a cikin ƙa'idodin LLM na gida kamar KoboldAI daga durkushewa cikin madaukai masu maimaitawa Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'i, da bin diddigin nasarorin samarwa da farashi na kuskure akan lokaci.
Mirostat Perplexity Sarrafa a aikace
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.
An fallasa a cikin llama.cpp da Ollama a matsayin saitunan mirostat (yanayin 1 ko 2, tau, eta) don masu sha'awar sha'awar kunna ingancin fitarwa Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefen, da kuma bin diddigin abubuwan da ake samu da ƙimar kuskure akan lokaci.
Mirostat Perplexity Sarrafa a aikace
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.
Tsayar da martani na chatbot don kada su sake maimaita jumla ko shiga cikin abubuwan da ba su dace ba a cikin dogon lokaci Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Mirostat Perplexity Sarrafa a aikace
Marubuta ke amfani da su waɗanda ke son daidaiton matakin ƙirƙira a duk faɗin hanyar da aka ƙirƙira maimakon ingantacciyar inganci.
Marubuta waɗanda ke son daidaiton matakin kerawa a duk faɗin hanyar da aka ƙirƙira maimakon sauye-sauyen inganci Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin samarwa da ƙimar kuskure a kan lokaci.
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.
Ƙayyade tsarin fitarwa, sautin, da ma'auni masu inganci kafin fitowa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Amsa a ƙasa tare da amintattun tushe a duk lokacin da daidaito ya shafi mahimmanci.
Amsa a ƙasa tare da amintattun tushe a duk lokacin da daidaito ya shafi mahimmanci. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Ajiye wurin binciken ɗan adam don abubuwan da ake samu masu girma.
Ajiye wurin binciken ɗan adam don abubuwan da ake samu masu girma. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Bibiyar tsarin gazawar kuma sake horar da tsokaci ko tafiyar aiki akai-akai.
Bibiyar tsarin gazawar kuma sake horar da tsokaci ko tafiyar aiki akai-akai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.