BigScience ak xeetu BLOOM
BigScience gëstu la bu ubbeeku ci liggéeyandoo ci diiru at, lu ëpp 1000 gëstukat ñoo ko defar, ñu defar BLOOM, di benn ci xeeti làkk yu bari yuñ njëkka génne ci anam wu ubbeeku.
Résumé
It matters as a landmark in transparent, community-driven AI built outside Big Tech.
Plongeur bu xóot
BigScience benn workshop gëstu la woon buy tàmbali 2021 ba 2022, Hugging Face moo ko yor, mu dajale lu ëpp 1000 gëstukat yu baax yu bawoo ci lu ëpp 60 réew ak 250 kuréel. Limu génne ci weeru sulet 2022 mooy BLOOM, di xeetu làkk buy dellu boppam bu am 176 milyaari paramet. BLOOM dafa ko tay lakk yu bari, ñu tàggat ko ci corpus ROOTS biy wax ci 46 làkki nàmp ak 13 làkki prograam, ak lakk yu bari yu bari yu néew lu ci melni lakk yu bari ci Afrique ak Asie du Sud. Taggat bi dafa dem lu tollu ci ay weer ci ordinatër bu mag bi tuddu Jean Zay ci France, di jëfandikoo luy tollu ci 384 GPU. BLOOM génnewoon nañu ko ci ndigalu Responsible AI License ak ay këyitu dokimaa yu mat sëkk ci ay done, tàggat, ak jëfandikoo yiñ nara jëfandikoo, di wuute bu baax ak defar bu tëju bu model yuñ mëna méngale.
Gis-gis xarala
BLOOM ab transformatër la bu dekodeer rekk la, bu nuru GPT-3, di jëfandikoo ALiBi ci barabu vecteur position yiñ jàng, loolu dafay jàppale ko mu mëna extrapole ci toppalante yu gëna gudd yuñ gise ci tàggat yaram. Dafay jëfandikoo itam ab couche normalisasioŋ buy gëna yombal stabilite tàggat yaram ci escale bi. Corpus ROOTS bu bari làkk yi dañu ko dajale bu baax ba noppi bind ko ci këyit suko defee njaxasu làkk yi ak balluwaayi done yi leer nañu te mën nañu ko saytu, muy génn ci done yuñ jëlee ci done yuñ raxas.
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.
Ëlëgu BigScience ak xeetu BLOOM
BigScience dafa wane ni IA bu yaatu, buñu yor ci anam wu ubbeeku, lu mëna am la, te xeetu liggéeyam dafa am njeexital ci génne yu ubbeeku yi ci ginaaw ak push bu gëna yaatu ngir leer. Liggéeyu lakk yu bari yi ci kanam dina tabax ci njàngalem ci këyitu done ak lakk bu ñépp bokk, ci noonu la xeetu liggéey yu bees, yu gëna am njariñ raw BLOOM ci kàttan gu ñor. Legacy bi yàgg mooy yoon wi ñuy siiwal kàrtu model, kominike done, ak lisence responsable, boole ci firnde ni ordinatër publik mën na tàggat model yu mag.
Doxal ci àdduna dëgg
Defar ak yeggali mbind ci fukki-fukki làkk yu bari, boole ci yi model komersiyaal yi dul jëfandikoo
Dina nekk royuwaayu gëstu bu ubbeeku ngir jàngat njaaxaanaay, toxal làkk yu bari, ak jeffin juy yokk
Fine-tuning ci anam yu jëm ci liggéey wala topp tegtal yu melni BLOOMZ ngir askan wi nekkul ci Àngle
Joxe ab xeetu dokimaa bu mat sëkk ngir jangkat yiy jàngat fi done yu taggat yi bawoo ak lisence IA bu responsable
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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Modèlu kodu kontekst bu gudd IA luxus
Laaj yi ñuy faral di laaj
What is BigScience and the BLOOM Model?
BigScience gëstu la bu ubbeeku ci liggéeyandoo ci diiru at, lu ëpp 1000 gëstukat ñoo ko defar, ñu defar BLOOM, di benn ci xeeti làkk yu bari yuñ njëkka génne ci anam wu ubbeeku. Dafa am solo ni ap landmark ci IA bu leer, bu askan wi di dawal te tabax ci bitti Big Tech.
Lan moo nekkoon mébetu xeetu BLOOM bu njëkk bi ñu koy méngale ak xeetu model yu noonu mel ci jamonoom?
BLOOM dañu ko tëral ngir mu mëna làkk yu bari, ñu génne ko ci kanam ñépp, boole ci dokimaa yu mat sëkk, wuute na ak model yu tëju yi am escale buñ mëna méngale.
Lu tollu ci ñaata paramet la BLOOM am?
BLOOM xeetu paramet la bu am 176 milyaar, ñu def ko ci eskaal bu noonu mel ni GPT-3.
Ñaata làkk lañu tàggat BLOOM mu jàng?
Corpus tàggat yaram bu ROOTS bu BLOOM dafa laal 46 làkki nàmp boole ci 13 làkki prograam.
Ban mbootaay moo yor liggéeyandoo ak BigScience?
Hugging Face moo yor BigScience, di atelier bu ëpp 1000 gëstukat yu baax.
Fan lañu tàggatee BLOOM?
BLOOM dañu ko tàggat ci ordinatër bu mag bi tuddu Jean Zay ci France, loolu dafay wane ni ordinatër bu ñépp bokk mën na tàggat xeetu ordinatër bu mag.