Liquid AI Uyasebenza

I-Liquid AI iyibhokisi lamathuluzi e-AI elenzelwe ukusetshenziswa emaphethelweni, umkhiqizo wayo oyinhloko i-Liquid Foundation Models (LFMs). Amamodeli ahlanganisa osayizi bamapharamitha abangu-350M, 700M, 1.2B no-2.6B, futhi enzelwe ukusetshenziswa kumafoni, amakhompyutha aphathekayo, izimoto namarobhothi.

Le nkundla inikeza ne-LEAP, inkundla yabathuthukisi, kanye nohlelo lweselula i-Apollo, olusebenza ngokulandelana ekuthuthukiseni nasekusebenziseni amamodeli kanye nasekuhloleni ulwazi kumadivayisi eselula.

Ama-LFM asekela izinhlobo zamamodeli ombhalo, olimi nombono nomsindo, futhi angasetshenziswa ekuthuthukiseni izinhlelo ze-multimodal. I-LEAP inikeza izinqubo zokulanda amamodeli, ukuwenza kahle ngokwezifiso nokuwasebenzisa kudivayisi, isize abathuthukisi basuke ekukhetheni imodeli baye ekuyisebenziseni kutheminali.

Amamodeli ahlobene ayatholakala ku-Hugging Face; imininingwane yenkundla iphinde iveze ukwesekwa kokuxhuma nge-OpenRouter. Ukuhambisana kwamadivayisi kuhlanganisa i-GPU, i-CPU ne-NPU, kanti amandla atholakalayo ancike ekuhlanganisweni kwemodeli nehadware.

Abathuthukisi abazimele nabacwaningi bangalanda amamodeli benze izivivinyo endaweni, ukuhlola amamodeli noma ukuthuthukisa izibonelo zezinhlelo ezisebenza emaphethelweni. I-Apollo ifanele ukuzama nokuqinisekisa amamodeli olimi amancane kumafoni, kanti i-LEAP ifaneleka kakhulu izinqubo zokwenza kahle nokusebenzisa amamodeli.

Amabhizinisi asaqalayo, amabhizinisi amakhulu nabakhiqizi bezingxenyekazi zekhompuyutha bangawasebenzisa ezixazululweni zamatheminali ezifana nezinhlelo zezimoto, izinto zikagesi zabathengi, amadivayisi agqokekayo namarobhothi, bese behlola usayizi wemodeli nendlela yokuyisebenzisa ngokwezimo zedivayisi.

Ukusebenza endaweni kudinga izinsiza zekhompyutha ezihambisanayo, indawo yokusebenza nomsebenzi wokwenza idivayisi ihambisane. Uma usayizi wamapharamitha emodeli mkhulu, izimo zokuyisebenzisa ngokuvamile ziba nzima kakhulu. Ngaphambi kokusebenzisa, kufanele kubhekwe amandla e-GPU, CPU noma NPU edivayisi okuhlosiwe, kuqinisekiswe uhlobo lwemodeli, izidingo zememori nezimfuneko zokubambezeleka.

Le nkundla inikeza izindlela zokusebenzisa zamahhala nezikhokhelwayo, kodwa uhlelo oluthile, ububanzi bensizakalo nezindleko kufanele kuqinisekiswe ekhasini elisemthethweni. Ukusebenza kwemodeli nakho kuyashintsha kuye ngomsebenzi, idatha nendlela yokwenza kahle; akufanele kunqunywe ngokususelwa kusayizi wamapharamitha kuphela ukuthi imodeli iyifanele yini indawo yokukhiqiza.