Modal Labs
Modal bụ igwe ojii na-enweghị ihe nkesa nke na-ahapụ ndị mmepe na-agba ọsọ Python koodu, gụnyere GPU ọrụ, na ígwé ojii site n'ịgbakwunye ihe ịchọ mma na ọrụ.
Nchịkọta
It matters because it removes the pain of containers, infrastructure, and scaling so AI and data teams can deploy models and batch jobs in minutes.
Ime miri emi
Tọrọ ntọala na 2021 site n'aka Erik Bernhardsson (onye mepụtara ọbá akwụkwọ Spotify Annoy na Luigi) yana Akshat Bubna, Modal lekwasịrị anya oghere ahụmịhe onye nrụpụta na akụrụngwa ML. Ị na-akọwapụta gburugburu ebe obibi gị, ihe ndabere gị na ngwaike gị na Python, na Modal na-ewuli arịa, CPUs ma ọ bụ GPUs, ma na-agba ọsọ koodu gị na ọchịchọ, na-atụgharị ruo narị narị akpa wee laghachi na efu. Ihe njiri mara ya bụ oge ojiri agba nke akpa na sistemụ faịlụ emebere maka mmalite oyi nke obere nke abụọ, ebe mgbu ama ama na enweghị nkesa. Modal na-ewu ewu maka njedebe njedebe ihe nlereanya, nlegharị anya nke ọma, nhazi ogbe, ọrụ akwadoro (cron), na njedebe webụ. Ịgba ụgwọ bụ nkeji nke abụọ maka ịgbakọ n'ezie ejiri. Ọ na-asọrịta mpi na AWS Lambda, SageMaker, na Runpod, mana na-emesi koodu mbụ ike, usoro ọrụ Pythonic.
Nghọta nka nka
Mmezu isi injinia Modal bụ mmalite oyi na-atụ ngwa ngwa: o wuru nnukwu akpa akpa na sistemu faịlụ ndị umengwụ ka arịa wee nwee ike ịgbalite n'ime sekọnd karịa nkeji, ọbụlagodi na nnukwu ihe atụ. Ndị mmepe na-akọwa ihe oyiyi na GPU chọrọ na koodu; Modal snapshots na cache ndị a, wee autoscales akpa oyiri iji dakọọ ibu na-abata na akpịrịkpa ka efu mgbe nkịtị, otú ị na-akwụ naanị maka ịgbakọ n'ezie eji.
Mmetụta atụmatụ
Atụmatụ ndị na-ere ahịa
Ụzọ ndị na-ere ahịa na-emetụta atụmatụ ndị otu gị nwere ike ịrụ na-esote.
Ọnụ ego na mmefu ego
Usoro azụmahịa na nhọrọ mbugharị na-emetụta ọnụ ahịa ogologo oge yana ihe egwu.
Ihe ize ndụ na nchekwa
Ihe mkpali ụlọ ọrụ na-akpụzi ndabara ngwaahịa, ọnọdụ nchekwa, na oghere.
Ọdịnihu nke Modal Labs
Ka AI na-agbanwe site na nnwale gaa na mmepụta, ọchịchọ maka mbugharị enweghị esemokwu na-eto eto. Na-atụ anya Modal ka ọ bawanye nkwado maka ọzụzụ ekesa, ọrụ nnọchite anya na ogologo oge na-arụ ọrụ, mkpochapụ koodu sandbox maka ndị nnọchite AI, yana nleba anya ka ukwuu. Nzọ ya bụ na ikpo okwu ML na-emeri na-ebuli maka ọsọ onye nrụpụta, na-ahapụ ndị otu obere ụgbọ mmiri ọrụ na-akwado GPU na-enweghị otu akụrụngwa raara onwe ya nye.
Mmejuputa n'ezie n'ụwa
Onye nrụpụta na-eji ihe ndozi Modal kechie ọrụ-ọgbọ onyonyo wee nweta njedebe webụ na-akwado GPU na-akpaghị aka ozugbo.
Otu data na-arụ ọrụ ogbe abalị na puku kwuru puku faịlụ site na iji nhazi oge Modal's cron yana myirịta fan.
Mmalite AI na-akụ ihe ngosi mepere emepe na Modal GPUs, na-akwụ ụgwọ kwa sekọnd na ịrị elu na efu mgbe ọrụ ahụ gwụchara.
Otu ikpo okwu na-eji Modal sandbox mebie koodu atụkwasịghị ntụkwasị obi, AI mepụtara n'ime akpa dịpụrụ adịpụ.
Ihe ize ndụ & okporo ụzọ nche
Mwepụta ọkwa nwere ike karịa nkwụsi ike na usoro nrụpụta n'ezie.
Ọnụ ahịa API ma ọ bụ mgbanwe amụma nwere ike imebi echiche n'otu abalị.
Ndabere otu onye na-ere ahịa na-abawanye mkpọchi na ọnụ ahịa mbugharị.
Map mmejuputa
Nyochaa ndị na-eweta ọrụ site na iji ọrụ nke gị na nhazi data.
Nyochaa nzuzo, nchekwa na usoro iwu tupu njikọta.
Jikwaa atụmatụ ọdịda n'ofe ụdị ma ọ bụ ndị na-ere ahịa.
Nyochaa ndetu mwepụta ka mgbanwe map ụzọ ghara iju ndị otu anya.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Isomorphic Labs Nchọpụta ọgwụ
Ajụjụ a na-ajụkarị
What is Modal Labs?
Modal bụ igwe ojii na-enweghị ihe nkesa nke na-ahapụ ndị mmepe na-agba ọsọ Python koodu, gụnyere GPU ọrụ, na ígwé ojii site n'ịgbakwunye ihe ịchọ mma na ọrụ. Ọ dị mkpa n'ihi na ọ na-ewepụ ihe mgbu nke arịa, akụrụngwa, na scaling ka AI na ndị otu data nwee ike ibuga ụdị na ọrụ batch na nkeji.
Kedu ka ndị mmepe si agba koodu na Modal?
Modal na-enye gị ohere ịkọwa ma rụọ ọrụ igwe ojii, gụnyere na GPU, site na ịchọ ọrụ Python nkịtị.
Kedu nsogbu enweghị ihe nkesa amara nke ọma ka Modal chepụtara nke ọma iji dozie?
Modal wuru oge ịgba ọsọ akpa akpa na sistemu faịlụ umengwụ iji nweta mmalite oyi nke obere nke abụọ, ebe mgbu na-enweghị ihe nkesa.
Kedu ka Modal si akwụ ụgwọ maka ịgbakọ?
A na-akwụ ụgwọ modal kwa nke abụọ maka kọmpụta a riri n'ezie ma nwee ike tụọ arịa ka ọ bụrụ efu ma ọ bụrụ na ọ naghị arụ ọrụ.
Kedu onye mebere Modal ma mara ya maka ngwa ọrụ mepere emepe dị ka Luigi na Annoy?
Erik Bernhardsson mebere Modal, onye amaburu maka iwulite Spotify's Annoy na ngwa ọrụ Luigi.
Kedu ihe 'oke ruo efu' pụtara na Modal?
Mgbe enweghị arịrịọ, Modal na-agbadata na arịa na-agba ọsọ efu, yabụ na ị gaghị enweta ego ịgbakọ ruo mgbe okporo ụzọ laghachitere.