Mirostat Perplexity Igenzura
Mirostat ni decoding ya algorithm iyobora cyane ibyasohotse mururimi rwururimi rugana ku ntego igoye (urwego rwo gutungurwa) ukoresheje ibitekerezo.
Incamake
Instead of fixing top-k or top-p in advance, it adjusts on the fly to keep text from drifting into repetition or incoherence.
Kwibira cyane
Uburyo busanzwe bwa decoding nka top-k na nucleus (top-p) icyitegererezo gikoresha uburyo bwo guhagarika ibintu, bityo rero mubyukuri bitateganijwe byumwandiko watanzwe birashobora guhindagurika bikabije igice, rimwe na rimwe bikagwa mumuzingo, rimwe na rimwe bikazerera mubusa. Mirostat, yasabwe na Basu na bagenzi be muri 2020, yongeye gushushanya nkikibazo cyo kugenzura. Ugaragaza intego yo gutungurwa urwego ukoresheje parameter yitwa tau, yerekanwe muburyo bwo gutangara. Nkuko buri kimenyetso kibyara, Mirostat ipima ibyagaragaye bitangaje kandi ikabigereranya nintego. Niba ibisohoka bigenda bihanurwa cyane, birekura kugabanya kwemerera ibimenyetso bitandukanye; niba irimo gutungurwa cyane, irakomera. Uku guhindura imikorere kugumya gutesha umutwe hafi yintego mugihe kirekire, bitanga ubuziranenge buhoraho.
Ubushishozi
Mirostat ifata decoding nka thermostat. Ikomeza igereranya ikora kandi ikoresha ivugurura ryoroheje ryo kugenzura: ikosa rihwanye no kubona ibintu bitunguranye ukuyemo intego ya tau, kandi impinduka ihindagurika mu mucyo igaragazwa nigipimo cyo kwiga eta inshuro iryo kosa. Irembo mu kugenzura uburyo ubukana buke-bushoboka ibimenyetso byaciwe mbere yo gutoranya. Mirostat verisiyo ya 2 yoroshya umwimerere muguhagarika ibitekerezo kubyerekeranye no gukwirakwiza Zipfian, bigatuma ibitekerezo bisubirwamo bihendutse kandi bikomeye muburyo bwa moderi.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika.
Kugera no kugera
Yagura uburyo bwindimi nuburyo bwo gutumanaho.
Ibyemezo bisobanutse
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo.
Kazoza ka Mirostat Perplexity Igenzura
Mirostat iraboneka cyane mubikoresho byibanze nka llama.cpp, KoboldAI, na Ollama, aho abakoresha bashiraho uburyo bwa mirostat, tau, na eta. Igenzura ryayo-teoretiki ikora irashishikaza izindi decoders zijyanye no guhuza n'imihindagurikire y'ibindi bimenyetso nk'ukuri cyangwa ibintu bitandukanye. Mugihe ibisekuru birebire bigenda byiyongera, tegereza ibitekerezo-bishingiye kubitekerezo bizahuzwa nibihano byo kugarura no gusubiramo, kandi birashoboka ko auto-tuned tau indangagaciro zihuza nubwoko, zigasimbuza intego zintoki.
Gushyira mu bikorwa Isi
Kugumya inkuru ndende cyangwa roleplay ibisekuruza muri porogaramu za LLM zaho nka KoboldAI kugirango zidasenyuka zisubiramo.
Yerekanwe muri llama.cpp na Ollama nka mirostat igenamigambi (uburyo bwa 1 cyangwa 2, tau, eta) kubakunda guhuza ibicuruzwa byiza.
Gutezimbere ibisubizo bya chatbot kuburyo badasubiramo interuro cyangwa ngo bahindukire mubintu bidahuye mugihe kinini.
Byakoreshejwe nabanditsi bashaka urwego ruhoraho rwo guhanga ibice byose byakozwe aho guhindagurika ubuziranenge.
Ingaruka & Kurinda
Ibintu bifatika bishobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi.
Kwihuta byihuse birashobora gukora ibisubizo bidahuye mubisabwa bisa.
Ibyanditswe byumvikana birashobora kugaragara niba kugenzura kugenzura ari ntege.
Igishushanyo mbonera
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro.
Komeza kugenzura abantu kugenzura ibisubizo byinshi.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Gusubiramo Ibihano no Kugenzura Igenzura
Ibibazo bikunze kubazwa
What is Mirostat Perplexity Control?
Mirostat ni decoding ya algorithm iyobora cyane ibyasohotse mururimi rwururimi rugana ku ntego igoye (urwego rwo gutungurwa) ukoresheje ibitekerezo. Aho gukosora top-k cyangwa top-p mbere, ihindura isazi kugirango inyandiko idatembera mubisubiramo cyangwa bidahuye.
Niki Mirostat igerageza cyane kugumana hafi yagaciro mugihe cyibisekuru?
Mirostat ikoresha ibitekerezo byisubiramo kugirango ibyanditswe byabyaye bitangaye, byashyizweho na tau parameter, hafi yintego mugihe cyose.
Nigute Mirostat itandukanye cyane na top-k cyangwa top-p icyitegererezo?
Hejuru-k na top-p shyira kumurongo ntarengwa, mugihe Mirostat ihora ihindura ibice byayo ishingiye kubitangaje, nka sisitemu yo kugenzura.
Muri Mirostat, ni uruhe ruhare ibipimo eta bigira?
Eta ni igipimo cyo kwiga; ipima uburyo igenzura rikomeye mu ivugururwa mugusubiza ikosa riri hagati yiteganijwe nintego itunguranye.
Ni ubuhe butumwa bukomeye bwa Mirostat verisiyo ya 2 kurenza verisiyo ya 1?
Mirostat 2 ikuraho gushingira kumategeko ya Zipf akoreshwa muri verisiyo ya 1, bigatuma algorithm yoroshye kandi yizewe cyane mubyitegererezo.
Nihehe igenamiterere rya Mirostat rikunze kuboneka kubakoresha buri munsi?
Uburyo bwa Mirostat, tau, na eta byerekanwe nkuburyo bwa decoding mubikoresho bizwi cyane nka llama.cpp, Ollama, na KoboldAI.