Uhlolojikelele
I-Magic AI yakha amamodeli esizukulwane sekhodi yasemngceleni ahlukaniswa ngomongo omude kakhulu windows, okuvumela imodeli ukuthi ifunde yonke i-codebase ngesikhathi esisodwa. Kubalulekile ngoba ukuqonda kwesofthiwe kuncike kumongo, futhi imodeli engabamba izigidi zemigqa enkumbulweni ingabonisana nayo yonke iphrojekthi kunefayela elilodwa.
Amamodeli Ekhodi Yokuqukethwe Okude Yomlingo AI aqondwa kangcono kumongo wesu, ukufinyelela imodeli, izinqumo zeplathifomu, nobambiswano lwe-ecosystem.
I-Deep Dive
I-Magic AI iyisiqalo esihlose ukwakha unjiniyela wesoftware ye-AI kunethuluzi lokuqedela ngokuzenzakalela. Impumelelo yesihloko sayo iwumndeni wemodeli ye-LTM (Inkumbulo Yesikhathi Eside), okuhlanganisa i-LTM-2-mini, inkampani ethi isekela amafasitela omongo afinyelela kumathokheni ayizigidi eziyi-100 - acishe alingane nemigqa yekhodi eyizigidi eziyi-10 noma izinkulungwane zezincwadi ezigcinwe endaweni esebenzayo ngesikhathi esisodwa. Ngo-2024 Magic yamemezela ubudlelwano obukhulu ne-Google Cloud ukwakha amakhompiyutha amakhulu ku-Nvidia hardware futhi yakhulisa amakhulu ezigidi zamaRandi, nabasekeli okuhlanganisa no-Eric Schmidt. Ukuze kukalwe inqubekelaphambili ngale kwamabhentshimakhi abanjwa ngekhanda kalula, Umlingo udale i-HashHop, ukuhlola kusetshenziswa amaketango e-hashi angahleliwe imodeli engeke ivele iwakhumbule ekuqeqeshweni, okuphoqelela ukubuyiswa kokuqukethwe okude kwangempela.
I-Technical Insight
Isiguquli esijwayelekile sikala ukunakwa okuphindwe kane ngobude bokulandelana, okwenza okuqukethwe kwethokheni engu-100-million kubize kakhulu ngezindlela eziwubuwula. Umlingo ubika ukuthi i-algorithm yayo ye-LTM-2-mini sequence-dimension ishibhe ngendlela emangalisayo ithokheni ngayinye kunendlela enjalo, ivumela umongo omude kakhulu ngendlela efinyelelekayo. Ibhentshimakhi ye-HashHop ithatha indawo yamacebo e-semantic ngamapheya e-hash angahleliwe, angenakucindezelwa, ngakho okuwukuphela kwendlela yokuphendula iwukuba ubuyise futhi uhlanganise ulwazi ewindini lokuqukethwe eligcwele - ukuhlolwa okuqine kakhulu kwekhono lokuqukethwe okude.
I-Mastering Magic AI Amamodeli Ekhodi Yokuqukethwe Okude
I-Magic AI yakha amamodeli esizukulwane sekhodi yasemngceleni ahlukaniswa ngomongo omude kakhulu windows, okuvumela imodeli ukuthi ifunde yonke i-codebase ngesikhathi esisodwa. Kubalulekile ngoba ukuqonda kwesofthiwe kuncike kumongo, futhi imodeli engabamba izigidi zemigqa enkumbulweni ingabonisana nayo yonke iphrojekthi kunefayela elilodwa. Amamodeli Ekhodi Yokuqukethwe Okude Yomlingo AI aqondwa kangcono kumongo wesu, ukufinyelela imodeli, izinqumo zeplathifomu, nobambiswano lwe-ecosystem. Ukuze wakhe ukuqonda okujulile, phatha Amamodeli Ekhodi Yokuqukethwe Okude Ye-Magic AI njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela efiselekayo, ucacise ukucabanga, futhi uhlukanise lokho uhlelo olungakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa I-Magic AI Long-Context Code Models ahlola isu lomthengisi, ukwethembeka kwemephu yomgwaqo, kanye nobungozi bokukhiya ngaphambi kokwenza. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
Imephu yemigwaqo yabathengisi ithonya izici ithimba lakho elingazakha ngokulandelayo. Ngesikhathi esifanayo, izimemezelo Zokuqalisa zingase zidlule ukuzinza ekusebenzeni kwangempela kokukhiqiza. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
Imephu yemigwaqo yabathengisi ithonya izici ithimba lakho elingazakha ngokulandelayo.
Imephu yemigwaqo yabathengisi ithonya izici ithimba lakho elingazakha ngokulandelayo. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Imigomo yezohwebo nezinketho zokuthunyelwa zithinta izindleko zesikhathi eside nobungozi.
Imigomo yezohwebo nezinketho zokuthunyelwa zithinta izindleko zesikhathi eside nobungozi. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Izinxephezelo zenkampani zibumba okuzenzakalelayo kwemikhiqizo, ukuma kokuphepha, nokuvuleleka.
Izinxephezelo zenkampani zibumba okuzenzakalelayo kwemikhiqizo, ukuma kokuphepha, nokuvuleleka. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
Ilayisha yonke inqolobane enkulu ukuze imodeli ikwazi ukuphendula imibuzo mayelana nokuthi amamojula akude asebenzisana kanjani.
Ukwenza i-refactor ebanzi yephrojekthi lapho ushintsho kusixhumi esibonakalayo sefayela elilodwa sisakazwa kahle kuyo yonke i-codebase.
Ukulandelela isiphazamisi imbangela yaso ifinyelela amafayela amaningi ngokubonisana ngomongo ogcwele ngesikhathi esisodwa esikhundleni sefayela ngefayela.
Ukugibela ku-codebase engajwayelekile ngokucela imodeli ukuthi ifinyeze izakhiwo isebenzisa umthombo ophelele njengomongo.
Amaphethini Okusebenzisa
Amamodeli Ekhodi Yokuqukethwe Okude Kwe-Magic AI ayasebenza
Ilayisha yonke inqolobane enkulu ukuze imodeli ikwazi ukuphendula imibuzo mayelana nokuthi amamojula akude asebenzisana kanjani.
Ilayisha yonke inqolobane enkulu ukuze imodeli ikwazi ukuphendula imibuzo mayelana nendlela amamojula akude asebenzisana ngayo Amathimba ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Amamodeli Ekhodi Yokuqukethwe Okude Kwe-Magic AI ayasebenza
Ukwenza i-refactor ebanzi yephrojekthi lapho ushintsho kusixhumi esibonakalayo sefayela elilodwa sisakazwa kahle kuyo yonke i-codebase.
Ukwenza i-refactor ebanzi yephrojekthi lapho ushintsho kusixhumi esibonakalayo sefayela elilodwa sisakazwa ngendlela efanele kuwo wonke amaQembu e-codebase ngokuvamile athola imiphumela engcono lapho echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Amamodeli Ekhodi Yokuqukethwe Okude Kwe-Magic AI ayasebenza
Ukulandelela isiphazamisi imbangela yaso ifinyelela amafayela amaningi ngokubonisana ngomongo ogcwele ngesikhathi esisodwa esikhundleni sefayela ngefayela.
Ukulandelela isiphazamisi okuyimbangela yaso ehlanganisa amafayela amaningi ngokubonisana ngomongo ogcwele ngesikhathi esisodwa esikhundleni sefayela ngefayela Amathimba ngokuvamile athola imiphumela engcono lapho echaza imingcele yekhwalithi ngaphambili, agcina indlela yokukhuphuka yomuntu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Amamodeli Ekhodi Yokuqukethwe Okude Kwe-Magic AI ayasebenza
Ukugibela ku-codebase engajwayelekile ngokucela imodeli ukuthi ifinyeze izakhiwo isebenzisa umthombo ophelele njengomongo.
Ukugibela ku-codebase engajwayelekile ngokucela imodeli ukuthi ifinyeze izakhiwo kusetshenziswa umthombo ophelele njengomongo Amaqembu ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Izimemezelo zokwethula zingase zeqe ukuzinza ekugelezeni komsebenzi wangempela wokukhiqiza.
Izintengo ze-API noma izinguquko zenqubomgomo zingaphula ukucabanga ngobusuku obubodwa.
Ukuncika komthengisi oyedwa kukhulisa izindleko zokukhiya nokufuduka.
Ukuqalisa Umhlahlandlela
Linganisa abahlinzeki usebenzisa eyakho imisebenzi namasethi edatha.
Linganisa abahlinzeki usebenzisa eyakho imisebenzi namasethi edatha. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Buyekeza ubumfihlo, ukuphepha, nemibandela yomthetho ngaphambi kokuhlanganiswa.
Buyekeza ubumfihlo, ukuphepha, nemibandela yomthetho ngaphambi kokuhlanganiswa. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Gcina uhlelo lokubuyela emuva kuwo wonke amamodeli noma abathengisi.
Gcina uhlelo lokubuyela emuva kuwo wonke amamodeli noma abathengisi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Gada amanothi okukhululwa ukuze izinguquko zemephu yomgwaqo zingamangazi amaqembu.
Gada amanothi okukhululwa ukuze izinguquko zemephu yomgwaqo zingamangazi amaqembu. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.