Microsoft Phi
Microsoft Phi famiy xeetu làkk yu ndaw la yuy firndeel ni toppatoo done bu jaar yoon mën na xëcc eskaalu doole bu metti.
Résumé
By training on textbook-quality and synthetic data, tiny Phi models punch far above their parameter count.
Plongeur bu xóot
Phi mooy Microsoft lignéeru gëstu ci xeetu làkk yu ndaw (SLMs) yuñ dugal ci 2023 ak Phi-1, xeetu kodage bu am 1.3 milyaari paramet. Tesis biy tegtal, biñu bind ci téere bi tuddu 'Textbooks Are All You Need,' mooy ni kalite done yi moo gëna am solo, moo gën dayo bu bees bi. Duñu raxas web bi yépp, Microsoft dafa tàggat Phi ci ëmbiit buñ tànn, ni téere jàngat boole ci tàggat yu GPT-4 defar. Ay génne yu toppalante dañu yokk xalaat bii: Phi-2 (2.7B), Phi-3 (3.8B 'mini' ba 14B 'diggi'), ak Phi-3.5 ak gis-gis ak njaxasu-xeetu kàngam yi. Doonte dañu yaatu, xeetu Phi yi ñoo méngoo wala dañu raw seeni konkurër yu gëna mag ci wàllu xalaat ak benchmark math, te dañuy daw bu baax ci ordinatër portable, telefon ak aparey edge. Modèle yi dañu leen di génne ci kanam ñépp ci ndigalu lisaas.
Gis-gis xarala
Njariñu Phi mingi aju ci defar ay done yuñ defar ak segg. Microsoft dafay jëfandikoo ay model yu gëna mag yu melni GPT-4 ngir bind misaal yu sell, yuñ yamale ci wàllu njàngale ak ngir joxe poñ ci mbindu web bi ngir 'valeur njàngale,' di denc dokimaa yu am siñaal yu kawe kese. Bii njaxasu tàggat yaram bu dëgër te bariwul bruit dafay may xeetu 3.8B mu jàng motif xalaat yuy laaj fukki milyaari parametre. Phi-3-mini dafay jëfandikoo palanteer 4K wala 128K ak architecture decodeur transformateur bu niro ak Llama, muy yombal jëfandikoo gi ak jumtukaay yi fi nekk.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
The Future of Microsoft Phi
Microsoft mingi puus Phi ci jëfandikoo ci aparey yi ak ci agence yi, fu latency, nëbbëtu, ak njëg di tere cloud yu mag yi. Xaarandi boole Windows ak Copilot + PC yu gëna dëgër, anam yu bari yu gëna am doole (gis-gis ak déglu), ak jëmmal njaxasu-ekspert yuy wéy di aktive benn wàll ci parametre yi ci token bu nekk. Tendens bu gëna yaatu bi Phi firndeel, ni done yu xarañ yi dañu raw eskaal bi, mingi soppali ni liggéeyukaay bi yépp di tàggatee ay model, rawatina ci telefon yi, IoT, ak senaario yu amul lëkkaloo fu model yu ndaw, yu mëna am ndam.
Doxal ci àdduna dëgg
Doxal ab assistant codage bu nekk ci net bi ci ordinatër portable te doo yónnee kode cloud bi
Taxawal man-mani aparey yi ci Copilot+ PC yi ak aplikaasioŋu mobile yi, fu latency bu néew am solo
Dugalal ab xeetu xalaat ci IoT wala hardware bu am memory bu néew te amul internet
Gëstukat yi defar nañu benn xeetu Phi bu ndaw te am lisaas bu ubbeeku ngir ab chatbot bu yomb
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Gis bi ci topp
Microsoft AI
Laaj yi ñuy faral di laaj
What is Microsoft Phi?
Microsoft Phi famiy xeetu làkk yu ndaw la yuy firndeel ni toppatoo done bu jaar yoon mën na xëcc eskaalu doole bu metti. Suñu tàggatee ci kalite téere jàngat ak done yuñ defar, xeetu Phi yu ndaw yi dañuy gëna bari luñuy lim ci parametre yi.
Lan mooy thesis bu mag bi ci ginaaw xeetu Phi, ñu jàpp ko ci benn téere bu siiw?
Këyitu Phi-1 dafa tuddu 'Textbooks Are All You Need,' di wax ni done yu baax te baax moo gëna am solo ci yaatuwaayam.
Lu tollu ci ñaata paramet la Phi-3-mini am?
Phi-3-mini amna luy tollu ci 3.8 milyaar ciy parametre, loolu moo tax mu tuuti ba mëna daw ci telefon fekk mingi wéy di doxal bu baax.
naka la ko __AIU_AAR_5_ di defaree done yu bari ci tàggat Phi?
Microsoft dafay jëfandikoo ay model yu am doole yu melni GPT-4 ngir defar ay tàggat yu sell ak ngir segg mbindu web ngir am njariñu njàngale.
Ban xeetu model la 'SLM' di wax, ni ñu ko jëfandikoo ci Phi?
Phi dañu ko bindoo ni Modelu Làkk bu ndaw (SLM), di fësal kàttan ci dayo bu ndaw.
Lan mooy njariñu dayo Phi bu ndaw bi?
Ndax xeetu Phi yi dañu kompact, mën nañu dox ci hardware konsomatër bi, loolu mooy tax ñu mëna am nëbbëtu, latency bu néew, ak jëfandikoo ci offline.