Launch HN: RunAnywhere (YC W26) - Mwachangu AI Inference pa Apple Silicon

Takulandirani ku Tsogolo la Pachipangizo AI

Mpikisano wofulumira, wochita bwino kwambiri wa AI ukuwotha, ndipo ukuyenda kutali ndi mtambo ndikupita pama desiki athu komanso m'miyendo yathu. Kwa otukula ndi mabizinesi omwe akumanga mapulogalamu a AI-powered, kukwera mtengo komanso kuchedwa kwa zochitika za GPU zochokera pamtambo ndizolepheretsa kwambiri. Lowani RunAnywhere, zoyambira zoyambira kuchokera ku gulu la Y Combinator W26 lomwe liri turbocharging AI inference pa chidutswa cha hardware mamiliyoni omwe ali nawo kale: Apple Silicon. Ntchito yawo ndi yosavuta koma yamphamvu: kumasula mphamvu zonse, zosagwiritsidwa ntchito za tchipisi ta M-series mu Macs, kupangitsa chitukuko cha AI m'deralo ndi kutumizidwa mwachangu kwambiri komanso chotsika mtengo.

Kupambanaku ndi chitsanzo chabwino cha mtundu wazinthu zatsopano zomwe timakonda mu Mewayz ecosystem. Timakhulupirira kuti tsogolo la bizinesi lili muzogwiritsira ntchito modular, zida zogwirizanirana zomwe zimathandizira magulu kuti apange mayendedwe amphamvu popanda kutsekedwa ndi wogulitsa m'modzi. Ukadaulo wa RunAnywhere umagwirizana bwino ndi masomphenyawa, ndikupereka maziko omwe atha kupatsa mphamvu m'badwo watsopano wa mapulogalamu a AI pazida mkati mwa mabizinesi amtundu wa OS.

Chifukwa chiyani pa Chipangizo AI Inference ndi Game-Changer

Mwachizoloŵezi, kuyendetsa mitundu ya AI yovuta kumafuna kutumiza deta kumaseva amphamvu akutali mumtambo. Ngakhale kuti ndi othandiza, njira iyi imabwera ndi zovuta zake: kuchedwa kudikirira kuyankha, ndalama zomwe zimagwiritsidwa ntchito nthawi zonse zomwe zimakulirakulira ndikugwiritsa ntchito, komanso nkhawa zomwe zingachitike pazinsinsi za data. Apple Silicon Macs, ndi mamangidwe awo ogwirizana kukumbukira ndi Neural Engines amphamvu, amapereka njira ina yokakamiza. Komabe, opanga adalimbana kuti agwiritse ntchito bwino zidazi, nthawi zambiri amakhazikika kuti agwire bwino ntchito. RunAnywhere imathetsa izi popereka pulogalamu yapamwamba kwambiri yomwe imakongoletsa mitundu kuti iyendetse natively pa hardware ya Apple, kukulitsa liwiro komanso kuchita bwino.

Kwa mabizinesi omwe amagwiritsa ntchito nsanja ngati Mewayz kuti aphatikize kasamalidwe ka projekiti yawo, CRM, ndi zida zoyankhulirana, izi zikutanthauza kuti chidule cha AI choyendetsedwa ndi AI, kusanthula deta, ndi kuzindikira kwamakasitomala zitha kuchitika nthawi yomweyo komanso motetezeka pamakina apafupi a wogwira ntchito. Zimachepetsa kudalira ma API akunja ndikusunga chidziwitso chachinsinsi mkati mwa kampani.

Momwe Kuthamanga Kulikonse Kumatsegula Kuchita Kwapamwamba

RunAnywhere sichimangokhala chomangira chosavuta pamapangidwe omwe alipo. Gululi lafufuza mozama za kamangidwe ka tchipisi ta Apple kuti apange compiler ndi nthawi yothamanga yomwe imachotsa zolepheretsa magwiridwe antchito. Msuzi wawo wachinsinsi umakhudza njira zambiri:

• Advanced Kernel Fusion: Kuphatikiza ntchito zingapo kukhala kernel imodzi, yokongoletsedwa bwino kuti muchepetse kukumbukira kukumbukira komanso kukulitsa luso la makompyuta pa GPU ndi Neural Engine.
• Intelligent Memory Management: Kugwiritsa ntchito kukumbukira kogwirizana kwa Apple Silicon mokwanira, ndikuchepetsa kwambiri mutu womwe umalumikizidwa ndi kusuntha kwa data pakati pa CPU ndi GPU.
• Kukhathamiritsa Mwachindunji Pazida Zazida: Kulinganiza mawerengero a ma cores (CPU, GPU, NE) amtundu uliwonse wa M-series chip, kuwonetsetsa kuti ntchito yoyenera ikupita kugawo loyenera la chip panthawi yoyenera.

Zotsatira zake ndizovuta kwa opanga mapulogalamu. Atha kutenga mitundu yokhazikika ndipo, ndikusintha pang'ono kwa ma code, amayendetsa 2-5x mwachangu kuposa momwe zidalili kale. Kupititsa patsogolo kachitidweko kumapangitsa kuti zikhale zotheka kuyendetsa zitsanzo zazikulu, zotsogola kwanuko, kutsegulira mwayi watsopano wokonza ma audio ndi makanema munthawi yeniyeni, kupanga ma code ovuta, ndi zina zambiri.

Kuphatikizira RunAnywhere mu Modular Business OS

Nzeru za Mewayz ndizoti zida zoswana bwino kwambiri ziyenera kugwirira ntchito limodzi mosavutikira kuti mupange makina ogwiritsira ntchito amphamvu komanso osinthika abizinesi yanu. RunAnywhere ndi "module" yofunikira kwambiri m'masomphenyawa. Ingoganizirani gulu lazamalonda lomwe likugwiritsa ntchito Mewayz: wolemba atha kugwiritsa ntchito wothandizira wa AI, woyendetsedwa kwanuko ndi RunAnywhere, kuti apange zolemba zolembera popanda kuchedwa. Nthawi yomweyo, gulu logulitsa litha kukhala ndi kuphatikiza kwa CRM komwe kumagwiritsa ntchito AI pazida kusanthula zolembedwa zama foni ndikuwonetsa masitepe otsatira munthawi yeniyeni, zonse popanda kugunda seva yakunja.

"Mwa kusuntha malingaliro a AI kuchokera kumtambo kupita kumphepete, sikuti tikungowonjezera liwiro; tikupangitsa gulu latsopano la mapulogalamu achinsinsi, omvera, komanso otsika mtengo. Uku ndiko kusintha kofunikira kwa omanga ndi mabizinesi ofanana."

Njira yoyambilirayi ikugwirizana bwino kwambiri ndi kudzipereka kwa Mewayz kuchitetezo cha data komanso zinsinsi za ogwiritsa ntchito. Mabizinesi amatha kupanga mayendedwe anzeru podziwa kuti eni ake amakhalabe otetezeka pazida zawo, pomwe akupindulabe ndi mphamvu zamamodeli apamwamba a AI.

Msewu Wamtsogolo Wachitukuko cha AI Yaderalo

Kukhazikitsidwa kwa RunAnywhere ndikofunika kwambiri pa demokalase ya AI. Popanga Apple Silicon kukhala nsanja yoyamba ya AI, akupatsa mphamvu opanga ndi makampani ambiri kuti apange ndi kutumiza zinthu zanzeru. Pamene laibulale yamitundu yothandizidwa ikukula ndipo kukhathamiritsa kwake kukuchulukirachulukira, titha kuyembekezera kuwona kuphulika kwa mapulogalamu omwe ali mwachangu, mwachinsinsi, komanso otsika mtengo kuti agwiritse ntchito.

Kwa anthu amdera la Mewayz, izi zikutanthauza kuti zida zomwe mumagwiritsa ntchito poyendetsa bizinesi yanu zatsala pang'ono kukhala zanzeru komanso zomvera. Kuphatikiza kwa matekinoloje monga RunAnywhere molunjika mu modular OS yathu kudzalola magulu kuti azitha kuchita bwino komanso mwanzeru, ndikutsegulira njira ya tsogolo labwino kwambiri lantchito. Nthawi ya AI yopanda mikangano, pazida yafika.

Mafunso Ofunsidwa Kawirikawiri

Takulandirani ku Tsogolo la Pachipangizo AI

Mpikisano wofulumira, wochita bwino kwambiri wa AI ukuwotha, ndipo ukuyenda kutali ndi mtambo ndikupita pama desiki athu komanso m'miyendo yathu. Kwa otukula ndi mabizinesi omwe akumanga mapulogalamu a AI-powered, kukwera mtengo komanso kuchedwa kwa zochitika za GPU zochokera pamtambo ndizolepheretsa kwambiri. Lowani ku RunAnywhere, kuyambika kochititsa chidwi kuchokera ku gulu la Y Combinator W26 lomwe liri turbocharging AI inference pa chidutswa cha hardware mamiliyoni omwe ali nawo kale: Apple Silicon. Ntchito yawo ndi yosavuta koma yamphamvu: kumasula mphamvu zonse, zosagwiritsidwa ntchito za tchipisi ta M-series mu Macs, kupangitsa chitukuko cha AI m'deralo ndi kutumizidwa mwachangu kwambiri komanso chotsika mtengo.

Chifukwa chiyani pa Chipangizo AI Inference ndi Game-Changer

Mwachizoloŵezi, kuyendetsa mitundu ya AI yovuta kumafuna kutumiza deta kumaseva amphamvu akutali mumtambo. Ngakhale kuti ndi othandiza, njira iyi imabwera ndi zovuta zake: kuchedwa kudikirira kuyankha, ndalama zomwe zimagwiritsidwa ntchito nthawi zonse zomwe zimakulirakulira ndikugwiritsa ntchito, komanso nkhawa zomwe zingachitike pazinsinsi za data. Apple Silicon Macs, ndi mamangidwe awo ogwirizana kukumbukira ndi Neural Engines amphamvu, amapereka njira ina yokakamiza. Komabe, opanga adalimbana kuti agwiritse ntchito bwino zidazi, nthawi zambiri amakhazikika kuti agwire bwino ntchito. RunAnywhere imathetsa izi popereka pulogalamu yapamwamba kwambiri yomwe imakongoletsa mitundu kuti iziyenda mokhazikika pazida za Apple, kukulitsa liwiro komanso kuchita bwino.

Momwe Kuthamanga Kulikonse Kumatsegula Kuchita Kwapamwamba

RunAnywhere sichimangokhala chomangira chosavuta pamapangidwe omwe alipo. Gululi lafufuza mozama za kamangidwe ka tchipisi ta Apple kuti apange compiler ndi nthawi yothamanga yomwe imachotsa zolepheretsa magwiridwe antchito. Msuzi wawo wachinsinsi umakhudza njira zambiri:

Kuphatikiza RunAnywhere mu Modular Business OS

Nzeru za Mewayz ndizoti zida zoswana bwino kwambiri ziyenera kugwirira ntchito limodzi mosavutikira kuti mupange makina ogwiritsira ntchito amphamvu komanso osinthika abizinesi yanu. RunAnywhere ndi "module" yofunikira kwambiri m'masomphenyawa. Ingoganizirani gulu lazamalonda lomwe likugwiritsa ntchito Mewayz: wolemba atha kugwiritsa ntchito wothandizira wa AI, woyendetsedwa kwanuko ndi RunAnywhere, kuti apange zolemba zolembera popanda kuchedwa. Nthawi yomweyo, gulu logulitsa litha kukhala ndi kuphatikiza kwa CRM komwe kumagwiritsa ntchito AI pazida kusanthula zolembedwa zama foni ndikuwonetsa masitepe otsatira munthawi yeniyeni, zonse popanda kugunda seva yakunja.

Msewu Wamtsogolo Wachitukuko cha AI Yaderalo

Kukhazikitsidwa kwa RunAnywhere ndikofunika kwambiri pa demokalase ya AI. Popanga Apple Silicon kukhala nsanja yoyamba ya AI, akupatsa mphamvu opanga ndi makampani ambiri kuti apange ndi kutumiza zinthu zanzeru. Pamene laibulale yamitundu yothandizidwa ikukula ndipo kukhathamiritsa kwake kukuchulukirachulukira, titha kuyembekezera kuwona kuphulika kwa mapulogalamu omwe ali mwachangu, mwachinsinsi, komanso otsika mtengo kuti agwiritse ntchito.