Luy xeetu fondasioŋ bu ndoxe? Guide LFM IA liquide
Modèle fondation liquide (LFM) model IA bu amul Transformer la, Liquid IA moo ko tabax ngir mëna am njariñ ci wàllu contexte bu gudd ak wàññi memory bi ci telefon yi, oto yi ak aparey yi ci pegg yi.
Plongeur bu xóot
Ramin Hasani, Mathias Lechner, Alexander Amini ak Daniela Rus ñoo sos juntuwaay yu bees yi ci 2023, ekipu MIT CSAIL bi ci ginnaaw 'reso neuronal yu ndoxe yi.' Ñoom ñu ngi bawoo ci jàngat ci saxaaru nematode C. elegans, moom mi yuur gi am 302 neuron yu ndaw yu inspiré ay reso Liquid Time-constant (LTC) fu neuron bu nekk di soppeeku ci diir bu gàtt jaaraleko ci equation différentiel. Royuwaayi njaay yu Liquid, Royuwaayi Fondaasioŋ Liquid (LFM-1B, 3B, 40B), dañuy yaatal xalaat boobu ginaaw Transformatër yi. Benn ci màndarga yi gëna fës mooy emprent mémoire bu sax bi contexte bi di màgg, wuute na ak Transformers yi seen xel di cache balloon ak guddaayi sekans. Ci 2024 liggéeyukaay bi dajale Series A bu mag (ñu xamle ni lu tollu ci 250 milioŋ ciy dolaar) ci ganaw ga mu génne LFM2, ñu defar ko ngir ñu mëna ko jëfandikoo ci ordinatër portable, telefon ak oto.
Gis-gis xarala
Transformatër yi dañuy denc cache valeur bu am caabi buy màgg lineairement ak guddaayu dugal bi, kon contexte yu gudd yi dañuy lekk mémoire bi. Lu moy loolu LFM yi dañuy jëfandikoo 'liquid' yunit ordinatër yuñ tabax ci espace-state buñ yamale ak operatëri system dynamique yuy kompresse xibaar yi weesu ci stade recurrent bu am dayo fixe. Equation à temps continue yi ñooy leeral xayma yi, te seeni paramètre (lu melni constants à temps) dañu méngoo ak li ñuy dugal, loolu mooy tax model bi mëna jëfandikoo ay sequence yu gudd ak memory bu plat ak latency buñ mëna seentu, te loolu mooy gëna baax ci hardware yu am resource yu néew.
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.
Ëlëg Lan mooy Model Fondation Liquid? Guide LFM IA liquide
Liquid mungi waaja wax ni ëllëgu IA du ay model cloud yu magg rek waaye ay model yu am doole, yu prive yuy dox ci gox bi. Xaarandi lëkkaloo bu gëna dëgër ak telefon yi, oto yi, ak puce IoT yi, boole ci génne LFM yu wéy yuñ jagleel ay aparey yuñ tànn. Laaj bi gëna yaatu ci gëstu bi mooy ndax architecture yu amul Transformer, yu nuru espace réew mën nañu méngoo ak kalite frontiere ci escale. Sudee njariñu efficacité bi dafay wéy di màgg model yi, anamu Liquid bi mën na soppi anam wi ñuy tabaxee assistant yi ci aparey bi ak IA biñ samp.
Doxal ci àdduna dëgg
Doxal ab assistant chat bu mëna jëfandikoo ci telefon bu xarañ ngir jëfandikoo ci anam wu yomb
Dugalal xam-xam làkk bu woyof ci biir oto ngir doxal kàddu te du am tukkib cloud
Liggéeyukaay dokimaa wala log yu gudd lool ci ordinatër portable fu cache memory Transformer bi di yaatu lool
Robotik yu am doole ak aparey IoT yu C. elegans-inspired reso liquid yi gëna am doole ci doxal bu wéy
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
NVIDIA Cosmos Modèle Fondation Mondial
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What is a Liquid Foundation Model? Liquid AI LFM Guide?
Modèle fondation liquide (LFM) model IA bu amul Transformer la, Liquid IA moo ko tabax ngir mëna am njariñ ci wàllu contexte bu gudd ak wàññi memory bi ci telefon yi, oto yi ak aparey yi ci pegg yi.
Ban royuwaay biolojik moo nekk ci ginnaaw 'reso neuronal yu ndoxe' yu Liquid AI?
Ekipu MIT bi sos dafa jàngat C. elegans, moom mi am lu tollu ci 302 neuron ci sistem neer bi moo inspiré reso yuy wéy di dundu ci diir bu ndoxe.
Lan mooy njariñu efficacité bu mag bi ci LFMs ci kaw Transformateur yiñ miin?
Cache valeur-caabi transformateur yi dafay màgg ak guddaayu sequence bi, ci noonu la LFM yi di kompresse lu weesu ci stade bu am dayo bu takku ngir am mémoire bu jege-constant.
Liquid IA ci ban mbootaay la juddoo?
Liquid IA mingi juddoo ci Laboratuwaaru Informatik ak Xarañteg xelu masin bu MIT (CSAIL).
Ban konsept math moo nekk ci suufu reso neuronal yu ndoxe yi?
Unité liquide yi sistem dynamique lañu yu neuron yi di jëm kanam ci equation différentiel ci diir bu wéy.
Lan mooy mébet bu njëkk bi Liquid di fësal ci model yu melni LFM2?
LFM2 dañu ko tëral ngir mëna jëfandikoo bu baax ci aparey bi, loolu dafay wane ni Liquid dafay bàyyi xelam ci IA bu dëkk bi, bu prive.