Runpod – Ilifu labaphuhlisi be-AI, uqeqesho lwee-GPU nokuveliswa kweziphumo nge-Serverless
#Quasa #QUA #Runpod
I-Runpod liqonga lelifu lokuphuhlisa, ukuqeqesha nokusasaza iimodeli ze-AI, elibonelelwa yinkampani eyasekwa nguZhen Lu noPardeep Singh. Abaphuhlisi bakhetha izixhobo ze-GPU baze baqalise ii-Pods ezinikezelwe kubo okanye basasaze iimodeli ezipakishwe kwizikhongozeli njengeendawo zokufikelela ze-Serverless API. Ii-Pods zixhasa uphuhliso nemisebenzi ethatha ixesha elide, ngoxa i-Serverless ilungelelanisa umthamo wabasebenzi ngokwemfuno. Iimpawu ziquka imifanekiso ye-Docker elungiselelwe iimfuno ezithile, iitempleyithi zokusasaza, ugcino oluzingileyo, ii-API, izixhobo zomgca womyalelo nee-SDK. Iinkonzo zayo ziquka ii-Pods ezihlawuliswa ngokusetyenziswa, ukuveliswa kweziphumo nge-Serverless nee-Clusters ezineendawo ezininzi zokubala, kunye nomthamo onokugcinelwa abathengi ngenkonzo yokuthengisela amashishini. Iindleko zixhomekeke kwizixhobo, kwiindlela ezikhethiweyo zokusasaza nakugcino; amaxabiso angoku adweliswe kwiwebhusayithi esemthethweni. Eli qonga liwafanele amaqela akhululekileyo ekuqwalaseleni iimeko zokusebenza kweemodeli nasekulawuleni ukusetyenziswa kwezibonelelo.
AMANDLA APHAMBILI
• Ii-GPU ezinikezelwe kwimisebenzi elungiselelwe iimfuno ezithile
• Ukwandiswa nokuncitshiswa okuzenzekelayo komthamo weendawo zokufikelela zokuvelisa iziphumo
• Inkxaso yemifanekiso ye-Docker elungiselelwe iimfuno ezithile
• Ugcino oluzingileyo lwedatha yeemodeli
• Ii-API nezixhobo zolawulo zomgca womyalelo
ILUNGELE KAKHULU
Abaphuhlisi be-AI namaqela obunjineli afuna izibonelelo ze-GPU ezinokuqwalaselwa ukuze enze imifuniselo, aqeqeshe iimodeli aze avelise iziphumo ngeemodeli kwii-app.
IIMBALASANE
• Ukhetho lwe-NVIDIA A100 ne-H100
• Inkxaso ye-PyTorch, i-TensorFlow ne-JAX
• Abasebenzi be-Serverless Flex bancitshiswa ngokuzenzekelayo bade bafike kuziro
• Uhlanganiso ne-GitHub lokusasaza iindawo zokufikelela
• Umthamo ogcinelwa abathengi ngenkonzo yokuthengisela amashishini
IZINTO EZISENOKUFUNA UKUQWALASELWA
• Jonga ukufumaneka kwe-GPU ngaphambi kokusasaza
• Quka iintlawulo zogcino kuhlahlo lwabiwo-mali
• Qinisekisa ukuba idatha iya kuhlala igciniwe ngaphambi kokucima ii-Pods
• Vavanya ukulibaziseka kokuqalisa ngemodeli yakho
• Ukuqwalasela izikhongozeli kufuna izakhono zobugcisa
ISIGWEBO NGOKUBANZI
Iinkwenkwezi eziyi-4.2/5. Sebenzisa i-Runpod kuqeqesho olusebenzisa ii-GPU ezinokuqwalaselwa nasekuveliseni iziphumo ngeemodeli ezinomthamo owandiswayo noncitshiswayo ngokuzenzekelayo. Qinisekisa kuqala ukufumaneka kwezixhobo, indlela olusebenza ngayo ugcino neendleko zizonke zomsebenzi. Fumana nomvuzo we-1 QUA ngokubhala uphononongo kwi-Quasa.io!
QALISA: https://quasa.io/projects/runpod
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