Mirostat Perplexity Njikwa
Mirostat bụ algọridim ngbanwe nke na-arụsi ọrụ ike na-eduzi mmepụta ụdị asụsụ gaa na mgbagwoju anya ebumnuche (ọkwa ihe ịtụnanya) site na iji loop nzaghachi.
Nchịkọta
Instead of fixing top-k or top-p in advance, it adjusts on the fly to keep text from drifting into repetition or incoherence.
Ime miri emi
Ụzọ ngbanwe ọkọlọtọ dị ka top-k na nucleus (top-p) samples na-eji nkwụsị nke edozi, ya mere enweghị amụma nke ederede emepụtara nwere ike ịfefe n'ụzọ zuru oke, mgbe ụfọdụ na-adaba n'ime loops, mgbe ụfọdụ na-awagharị n'ime ihe efu. Mirostat, nke Basu na ndị ọrụ ibe tụpụtara ya na 2020, na-emegharị ngbanwe dị ka nsogbu njikwa. Ị na-akọwapụta ọkwa ihe tụrụ anya ya site na oke a na-akpọ tau, nke ekwuputara n'usoro mgbagwoju anya. Dị ka a na-emepụta akara ọ bụla, Mirostat na-atụle ihe ịtụnanya ahụ a hụrụ ma jiri ya tụnyere ebumnuche. Ọ bụrụ na mmepụta na-aghọ nke ukwuu amụma, ọ na-atọghe mkpọmkpọ ebe na-ekweta ọzọ iche iche token; ọ bụrụ na ọ na-eju anya, ọ na-agbatị. Mgbanwe a na-agba ọsọ na-eme ka mgbagwoju anya na-efegharị n'akụkụ ebe a na-achọsi ike n'ime ogologo ọgbọ niile, na-emepụta àgwà na-agbanwe agbanwe.
Nghọta nka nka
Mirostat na-emeso ngbanwe dị ka igwe okpomọkụ. Ọ na-edobe a na-agba ọsọ atụmatụ na-eji a mfe njikwa update: njehie nhata hụrụ surprisal mwepu target tau, na a tere variable mu na-nudged site a mmụta ọnụego eta ugboro na njehie. Ọnụ ụzọ mu na-achịkwa ka esi kụbie akara ngosi nwere ike dị ala tupu ịsepụta ya. Ụdị Mirostat 2 na-eme ka nke mbụ dị mfe site na ịhapụ echiche gbasara nkesa Zipfian, na-eme ka nzaghachi nzaghachi dị ọnụ ala ma sie ike karịa n'ofe ụdị.
Mmetụta atụmatụ
Ọsọ na ọnụ ọgụgụ
Usoro ọrụ asụsụ nwere ike ịga ngwa ngwa n'achụghị nkwụsi ike.
Nweta na iru
Ọ na-agbasawanye ohere n'ofe asụsụ na ụdị nzikọrịta ozi.
Mkpebi doro anya
Ndị otu nwere ike itinyekwu oge na ikpe ebe akpaaka na-ejikwa nkwughachi.
Ọdịnihu nke Mirostat Perplexity Njikwa
Mirostat dị n'ọtụtụ ebe na ngwa ntinye aka mpaghara dịka llama.cpp, KoboldAI, na Ollama, ebe ndị ọrụ na-edobe ọnọdụ mirostat, tau, na eta. Nhazi usoro njikwa ya na-akpali akpali ndị ọzọ na-emegharị ihe na-ahazi akara ndị ọzọ dị ka eziokwu ma ọ bụ iche iche. Ka ọgbọ dị ogologo na-eto, na-atụ anya ka a ga-ejikọta nleba anya nzaghachi na nkwụghachi azụ na ntaramahụhụ ugboro ugboro, yana ikekwe ụkpụrụ tau emeziri akpaaka nke na-eme mgbanwe na ụdị, na-edochi ebumnuche mgbagwoju anya akwụkwọ ntuziaka.
Mmejuputa n'ezie n'ụwa
Idobe ogologo akụkọ ma ọ bụ ọgbọ egwuregwu na ngwa LLM mpaghara dị ka KoboldAI ka ọ ghara ịdaba na loops ugboro ugboro.
Ekpughere ya na llama.cpp na Ollama dị ka ntọala mirostat (ụdị 1 ma ọ bụ 2, tau, eta) maka ndị na-enwe ntụrụndụ na-emegharị mma mmepụta.
Idozi nzaghachi chatbot ka ha ghara ikwugharị nkebiokwu ma ọ bụ banye n'ime tangent ndị na-adịghị agbanwe agbanwe n'ime ogologo oge.
Ndị na-ede akwụkwọ na-achọ ọkwa nke imepụta ihe na-agbanwe agbanwe n'ofe akụkụ niile emepụtara kama ịdị na-agbanwe agbanwe.
Ihe ize ndụ & okporo ụzọ nche
Eziokwu ndị e chepụtara echepụta nwere ike jiri nwayọ tinye akụkọ, nkwado nkwado, ma ọ bụ nsonaazụ nyocha.
Mmetụta ngwa ngwa nwere ike ịmepụta nsonaazụ na-ekwekọghị ekwekọ n'ofe arịrịọ ndị yiri ya.
Enwere ike ikpughe data ederede nwere mmetụta ma ọ bụrụ na njikwa ohere adịghị ike.
Map mmejuputa
Kọwaa usoro mmepụta, ụda, na ụkpụrụ ịdịmma tupu ibugharị.
Weghachite nzaghachi site na isi mmalite ntụkwasị obi mgbe ọ bụla izi ezi dị mkpa.
Debe ebe nleba anya mmadụ maka mpụta dị elu.
Sochie ụkpụrụ ọdịda ma na-azụghachi mkpali ma ọ bụ usoro ọrụ mgbe niile.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Ntaramahụhụ ugboro ugboro na njikwa ngbanwe
Ajụjụ a na-ajụkarị
What is Mirostat Perplexity Control?
Mirostat bụ algọridim ngbanwe nke na-arụsi ọrụ ike na-eduzi mmepụta ụdị asụsụ gaa na mgbagwoju anya ebumnuche (ọkwa ihe ịtụnanya) site na iji loop nzaghachi. Kama idozi top-k ma ọ bụ top-p tupu oge eruo, ọ na-agbanwe n'ụzọ iji mee ka ederede ghara ịbanye n'ime ugboro ugboro ma ọ bụ enweghị njikọ.
Kedu ihe Mirostat na-agbasi mbọ ike idobe ọnụ ahịa ebumnuche n'oge ọgbọ?
Mirostat na-eji loop nzaghachi iji dobe mgbagwoju anya nke ederede ewepụtara, site na paramita tau setịpụrụ, na nso ebumnuche n'ọgbọ niile.
Kedu ka Mirostat siri dị iche na nlele top-k ma ọ bụ top-p?
Top-k na top-p na-etinye ọnụ ụzọ emebere, ebe Mirostat na-aga n'ihu na-edozi mkpọtu ya dabere na ihe ịtụnanya a hụrụ, dị ka sistemụ njikwa.
Na Mirostat, kedu ọrụ parameter eta na-arụ?
Eta bụ ọnụ ọgụgụ mmụta; ọ tụrụ etu esi emelite mgbanwe njikwa njikwa ike na nzaghachi na njehie dị n'etiti ihe ịtụnanya hụrụ na ebumnuche.
Gịnị bụ isi nkwalite nke Mirostat version 2 karịa ụdị 1?
Mirostat 2 na-ewepụ ịdabere na echiche iwu iwu Zipf ejiri na ụdị 1, na-eme ka algọridim dị mfe na ntụkwasị obi karịa n'ofe ụdị.
Ebee ka ndị ọrụ kwa ụbọchị na-ahụkarị ntọala Mirostat?
A na-ekpughere ọnọdụ Mirostat, tau, na eta dị ka nhọrọ ngbanwe n'ime ngwaọrụ ntinye aka na-ewu ewu dị ka llama.cpp, Ollama, na KoboldAI.