Yazisa i-HN: RunAnywhere (YC W26) – I-AI ekhawulezayo iInference kwi-Apple Silicon

Wamkelekile kwiKamva leSixhobo AI

Ugqatso lwe-AI olukhawulezayo, olusebenzayo ngakumbi luyafudumala, kwaye luya kude nelifu ukuya kwiidesika zethu-kunye namathanga ethu. Kubaphuhlisi kunye namashishini akha izicelo ze-AI-powered, ixabiso eliphezulu kunye ne-latency yee-GPU ezisekelwe kwifu zeziganeko zemiqobo ebalulekileyo. NgenaRunNaphi naphi, isiqalo esiqhekezayo esivela kwi-Y Combinator W26 ibhetshi ene-turbocharging AI inference kwiqhekeza le-hardware yezigidi esele ziphethe: i-Apple Silicon. Umsebenzi wabo ulula kodwa unamandla: ukuvula amandla apheleleyo, angasetyenziswanga ee-chips ze-M-series kwi-Macs, ukwenza uphuhliso lwe-AI lwasekhaya kunye nokusasazwa ngokukhawuleza kwaye lungabizi kakhulu.

Oku kuphumelela ngumzekelo ogqibeleleyo wohlobo lokuyila esiyintshatsheli ngaphakathi kweMewayz ecosystem. Sikholelwa ukuba ikamva leshishini lilele kwiimodyuli, izixhobo ezisebenzisanayo ezixhobisa amaqela ukuba akhe ukuhamba komsebenzi okunamandla ngaphandle kokutshixwa kumthengisi omnye. Itekhnoloji ye-RunAnywhere ihambelana ngokugqibeleleyo nalo mbono, inika umaleko osisiseko onokunika amandla isizukulwana esitsha sezicelo ze-AI ezikwisixhobo ngaphakathi kwe-OS yemodyuli yeshishini.

Kutheni i-AI i-Inference kwisixhobo i-Game-Tshintsho

Ngokwesiko, ukuqhuba imifuziselo ye-AI entsonkothileyo ibifuna ukuthumela idatha kwiiseva ezinamandla ezikude kwilifu. Ngelixa isebenza kakuhle, le ndlela iza nemiqobo ekhoyo: ukubambezeleka ngelixa ulinde impendulo, iindleko eziqhubekayo zokusebenza ezilinganisa ngokusetyenziswa, kunye neenkxalabo ezinokuthi zibekho zemfihlo yedatha. I-Apple Silicon Macs, kunye nolwakhiwo lweememori ezidityanisiweyo kunye neeNjini zeNeural ezinamandla, zibonisa enye indlela enyanzelisayo. Nangona kunjalo, abaphuhlisi baye bazabalaza ukusebenzisa ngokupheleleyo le hardware, bahlala belungisa ukusebenza okungaphantsi. I-RunAnywhere isombulula oku ngokubonelela ngoluhlu lwesoftware oluphucukileyo oluphucula imifuziselo ukuze isebenzenativelykwihardware ye-Apple, ukwandisa isantya kunye nokusebenza kakuhle.

Kumashishini asebenzisa iqonga elifana ne-Mewayz ukudibanisa ulawulo lweprojekthi yabo, i-CRM, kunye nezixhobo zonxibelelwano, oku kuthetha ukuba izishwankathelo ezixhaswe yi-AI, uhlalutyo lwedatha, kunye nokuqonda kwabathengi kunokwenzeka ngokukhawuleza nangokukhuselekileyo kumatshini wendawo yomsebenzi. Inciphisa ukuthembela kwii-API zangaphandle kwaye igcina idatha ebuthathaka ngaphakathi kolawulo lwenkampani.

Ubaleka Njani Naphi na Ukuvula Umsebenzi OngaPhakamileyo

I-RunNaphi naphi ayisosonge nje esilula sesakhelo esikhoyo. Iqela liye lahlola nzulu kuyilo lwe-chips ze-Apple ukwenza i-compiler kunye nexesha lokugijima elisusa iibhotile zokusebenza. Isosi yabo eyimfihlo ibandakanya iindlela ezininzi:

• I-Advanced Kernel Fusion: Ukudibanisa imisebenzi emininzi kwi-kernel enye, ephuculweyo yokunciphisa ukunyakaza kwememori kunye nokwandisa ukusebenza kakuhle kwekhompyutha kwi-GPU kunye ne-Neural Engine.
• Ulawulo lweMemori eBukrelekrele: Ukusebenzisa imemori edibeneyo ye-Apple Silicon ngokupheleleyo, ukunciphisa kakhulu i-overhead ehambelana nokuhamba kwedatha phakathi kwe-CPU kunye ne-GPU.
• ULungiso oluKhethekileyo lwe-Hardware: Ukulungelelanisa ukubala kwii-cores ezithile (i-CPU, i-GPU, i-NE) ye-chip nganye ye-M-series, ukuqinisekisa ukuba umsebenzi ochanekileyo uya kwindawo efanelekileyo ye-chip ngexesha elifanelekileyo.

Isiphumo ngamava angenamthungo kubaphuhlisi. Bangathatha iimodeli eziqhelekileyo kwaye, kunye neenguqu ezincinci zekhowudi, ziqhube i-2-5x ngokukhawuleza kunezisombululo zangaphambili. Oku kunyuswa kwentsebenzo kwenza kube nokwenzeka ukuqhuba imifuziselo emikhulu, enobunkunkqele ekuhlaleni, okuvula amathuba amatsha okwenziwa komsindo wexesha lokwenyani kunye nevidiyo, ukuveliswa kwekhowudi entsonkothileyo, nokunye.

Ukudibanisa i-RunNaphi na kwi-Modular Business OS

Intanda-bulumko esemva kwe-Mewayz yeyokuba izixhobo ezizezona zifuywayo kufuneka zisebenze kunye ngaphandle komthungo ukwenza isixokelelwano esinamandla nesiguquguqukayo seshishini lakho. I-RunAnywhere yi-quintessential "modyuli" kulo mbono. Khawufane ucinge iqela lokuthengisa umxholo usebenzisa iMewayz: umbhali unokusebenzisa umncedisi we-AI, onikwe amandla kwindawo yi-RunAnywhere, ukuvelisa ikopi eyidrafti ngaphandle kwe-lag. Ngaxeshanye, iqela lokuthengisa linokuba nodibaniso lweCRM olusebenzisa kwisixhobo se-AI ukuhlalutya iikopi zefowuni kunye nokucebisa amanyathelo alandelayo ngexesha langempela, konke ngaphandle kokubetha iseva yangaphandle.

"Ngokuhambisa i-AI inference ukusuka efini ukuya kwinqanaba, asiphuculi nje isantya; senza ukuba iklasi entsha yezicelo zabucala, eziphendulayo, kunye neendleko. Olu lutshintsho olusisiseko kubaphuhlisi kunye namashishini ngokufanayo. "

Le ndlela yokuqala yasekuhlaleni idibana ngokugqibeleleyo nokuzinikela kwe-Mewayz kulawulo lwedatha kunye nobumfihlo babasebenzisi. Amashishini anokwakha ukuhanjiswa komsebenzi okukrelekrele esazi ukuba idatha yawo yobunikazi ihlala ikhuselekile kwizixhobo zabo, ngelixa bexhamla kumandla emodeli ye-AI ephezulu.

Indlela ePhambili yoPhuhliso lwe-AI yeNgingqi

Ukuphehlelelwa kwe-RunNaphi kuphawula inyathelo elibalulekileyo kwidemokhrasi ye-AI. Ngokwenza i-Apple Silicon iqonga lodidi lokuqala lwe-AI, baxhobisa uluhlu olubanzi lwabaphuhlisi kunye neenkampani zokwakha kunye nokuthumela iimpawu ezikrelekrele. Njengoko ithala leencwadi leemodeli ezixhaswayo likhula kwaye ulungiselelo luhambela phambili ngakumbi, sinokulindela ukubona uqhushumbo lwezicelo ezitsha ezikhawulezayo, zabucala ngakumbi, kwaye zingabizi kakhulu ukusebenza.

Kuluntu lwaseMewayz, oku kuthetha ukuba izixhobo ozisebenzisayo ukuqhuba ishishini lakho sele ziza kuba krelekrele kakhulu kwaye ziphendule ngakumbi. Ukudityaniswa kwetekhnoloji efana ne-RunAnywhere ngokuthe ngqo kwimodyuli yethu ye-OS iya kuvumela amaqela ukuba enze i-bespoke ngokwenene kunye nokuhamba komsebenzi okukrelekrele, ehlahleni indlela yekamva elisebenza ngakumbi nelivakalayo lomsebenzi. Ixesha lokungakhubeki, kwisixhobo i-AI lifikile.

Imibuzo Ebuzwa Rhoqo

Wamkelekile kwiKamva leSixhobo AI

Ugqatso lwe-AI olukhawulezayo, olusebenzayo ngakumbi luyafudumala, kwaye luya kude nelifu ukuya kwiidesika zethu-kunye namathanga ethu. Kubaphuhlisi kunye namashishini akha izicelo ze-AI-powered, ixabiso eliphezulu kunye ne-latency yee-GPU ezisekelwe kwifu zeziganeko zemiqobo ebalulekileyo. Ngena i-RunAnywhere, isiqalo esothusayo esivela kwibhetshi ye-Y Combinator W26 ene-turbocharging AI inference kwisiqwenga sezixhobo zehardware esele zingabanini: Apple Silicon. Umsebenzi wabo ulula kodwa unamandla: ukuvula amandla apheleleyo, angasetyenziswanga ee-chips ze-M-series kwi-Macs, ukwenza uphuhliso lwe-AI lwasekhaya kunye nokusasazwa ngokukhawuleza kwaye lungabizi kakhulu.

Kutheni i-AI i-Inference kwisixhobo i-Game-Tshintsho

Ngokwesiko, ukuqhuba imifuziselo ye-AI entsonkothileyo ibifuna ukuthumela idatha kwiiseva ezinamandla ezikude kwilifu. Ngelixa isebenza kakuhle, le ndlela iza nemiqobo ekhoyo: ukubambezeleka ngelixa ulinde impendulo, iindleko eziqhubekayo zokusebenza ezilinganisa ngokusetyenziswa, kunye neenkxalabo ezinokuthi zibekho zemfihlo yedatha. I-Apple Silicon Macs, kunye nolwakhiwo lweememori ezidityanisiweyo kunye neeNjini zeNeural ezinamandla, zibonisa enye indlela enyanzelisayo. Nangona kunjalo, abaphuhlisi baye bazabalaza ukusebenzisa ngokupheleleyo le hardware, bahlala belungisa ukusebenza okungaphantsi. I-RunAnywhere isombulula oku ngokubonelela ngomaleko wesoftware ophucukileyo okhulisa imifuziselo ukuze isebenze ngokwendalo kwihardware ye-Apple, yandisa isantya kunye nokusebenza kakuhle.

Ubaleka Njani Naphi na Ukuvula Umsebenzi OngaPhakamileyo

I-RunNaphi naphi ayisosonge nje esilula sesakhelo esikhoyo. Iqela liye lahlola nzulu kuyilo lwe-chips ze-Apple ukwenza i-compiler kunye nexesha lokugijima elisusa iibhotile zokusebenza. Isosi yabo eyimfihlo ibandakanya iindlela ezininzi:

Ukudibanisa i-RunNaphi na kwi-Modular Business OS

Intanda-bulumko esemva kwe-Mewayz yeyokuba izixhobo ezizezona zifuywayo kufuneka zisebenze kunye ngaphandle komthungo ukwenza isixokelelwano esinamandla nesiguquguqukayo seshishini lakho. I-RunAnywhere yi-quintessential "modyuli" kulo mbono. Khawufane ucinge iqela lokuthengisa umxholo usebenzisa iMewayz: umbhali unokusebenzisa umncedisi we-AI, onikwe amandla kwindawo yi-RunAnywhere, ukuvelisa ikopi eyidrafti ngaphandle kwe-lag. Ngaxeshanye, iqela lokuthengisa linokuba nodibaniso lweCRM olusebenzisa kwisixhobo se-AI ukuhlalutya iikopi zefowuni kunye nokucebisa amanyathelo alandelayo ngexesha langempela, konke ngaphandle kokubetha iseva yangaphandle.

Indlela ePhambili yoPhuhliso lwe-AI yeNgingqi

Ukuphehlelelwa kwe-RunNaphi kuphawula inyathelo elibalulekileyo kwidemokhrasi ye-AI. Ngokwenza i-Apple Silicon iqonga lodidi lokuqala lwe-AI, baxhobisa uluhlu olubanzi lwabaphuhlisi kunye neenkampani zokwakha kunye nokuthumela iimpawu ezikrelekrele. Njengoko ithala leencwadi leemodeli ezixhaswayo likhula kwaye ulungiselelo luhambela phambili ngakumbi, sinokulindela ukubona uqhushumbo lwezicelo ezitsha ezikhawulezayo, zabucala ngakumbi, kwaye zingabizi kakhulu ukusebenza.