I-DeepSeek Coder V2: I-AI yomthombo ovulekile ephonsa inselelo ku-GPT-4 Turbo

I-DeepSeek Coder V2 iqhume emhlabeni we ukuhlakanipha okufakelwayo kusetshenziswe ohlelweni ngesiphakamiso somthombo ovulekile nomusha. Le modeli yolimi izuze ukusebenza okumangazayo emisebenzini yokubhala amakhodi neyezibalo, amamodeli emithombo evaliwe ephikisanayo njenge I-GPT-4 Turbo. Kulesi sihloko, sizohlola ngokujulile ukuthi kuyini I-DeepSeek Coder V2, ukuthi isebenza kanjani nokuthi kungani isiphenduke ithuluzi elibalulekile labathuthukisi nezinkampani zobuchwepheshe.

Ukuthuthukiswa kwamamodeli obuhlakani bokwenziwa akhethekile ezinhlelweni kuzuze ukubaluleka okukhulu eminyakeni yamuva. Amathuluzi afana I-DeepSeek Coder V2 Bathembisa ukwenza izimpilo zabahleli bezinhlelo zibe lula ngokunikeza iziphakamiso ezihlakaniphile, ukuqedela amazwibela ekhodi, nokuthuthukisa ukusebenza kahle emisebenzini eyinkimbinkimbi. Ake sihlukanise zonke izici zayo namandla.

Iyini i-DeepSeek Coder V2?

I-DeepSeek Coder V2 Kuyimodeli yolimi lomthombo ovulekile ngokusekelwe ekwakhiweni kwezakhiwo Ingxube-Yochwepheshe (MoE). Lolu hlelo lwe IA Yakhelwe ukuthuthukisa ukwenziwa kwekhodi kanye nokucabanga kwezibalo kuyilapho igcina ukusebenza ngokuncintisana emisebenzini yolimi evamile. Uziqeqesha ngenhlanganisela ye 87% wekhodi kanye ne 13% Okokufaka kombhalo wesiNgisi nesiShayina, okuwenza usebenze ngokukhethekile emisebenzini yobuchwepheshe.

Ukuqeqeshwa kwayo kwenziwe kwisethi yedatha enkulu, kusetshenziswa kuze kufike 6 billion amathokheni engeziwe kusukela endaweni yokuhlola emaphakathi ye I-DeepSeek-V2. Phakathi kwezici zayo ezithuthukisiwe, ikuvumela ukuthi uphathe kuze kufike 128K ngokomongo, ukugqugquzela umsebenzi ngamaphrojekthi amaningi wokuhlela.

Izici ezibalulekile ze-DeepSeek Coder V2

I-DeepSeek Coder V2 iziveza njengenye indlela eqinile yalabo bathuthukisi abafuna umsizi wokubhala amakhodi othuthukile. Ngezansi sigqamisa ezinye zezici zayo eziphawuleka kakhulu:

• Ukusekelwa kwezilimi eziningi zokuhlela: Ihambisana nokungaphezu kwalokho 300 izilimi, kusukela Python kufika ku-C++.
• Iwindi lomongo elinwetshiwe: Nomthamo ofika kuye 128K amathokheni, ilungele ukuhlaziya amaphrojekthi amakhulu.
• Ukusebenza okulungiselelwe: Ngenxa yokuqeqeshwa kwayo okuthuthukisiwe, idlula amamodeli avaliwe ekuhlolweni kwebhentshimakhi njengalokhu I-GPT-4 Turbo emisebenzini yokubhala amakhodi.
• Ukutholakala komthombo wamahhala novulekile: Isatshalaliswa ngaphansi kwelayisensi ye-MIT, ivumela ukusetshenziswa kwayo kokubili izinjongo zezohwebo nezocwaningo.

Ukuqhathanisa namanye amamodeli we-AI

Ekuhlolweni kokusebenza okujwayelekile kwamamodeli e-AI ekubhaleni amakhodi, I-DeepSeek Coder V2 izuze imiphumela encomekayo. Kumabhentshimakhi afana HumanEval y MBPP+, uthole amaphuzu we 90.2 y 76.2 ngokulandelana, amamodeli asebenza kahle kakhulu njenge Claude 3 Opus y Gemini I-1.5 Pro.

Qhathaniswa I-GPT-4 Turbo, I-DeepSeek Coder V2 ibonise ukusebenza kahle okukhulu emisebenzini egxile ekuhlelweni. Nakuba GPT-4 uyaqhubeka nokuhola izici ezithile ezijwayelekile zolimi, ikhono loku I-DeepSeek Coder V2 ngoba ikhodi yokuphatha ikwenza kube ukukhetha okuthandwayo phakathi kwabahleli bohlelo.

Ukuqaliswa kanye nezidingo zobuchwepheshe

Ukuze usebenzise I-DeepSeek Coder V2 Endaweni yokuthuthukiswa, kunconywa ukuba ube nayo 80GB GPU ngamayunithi angu-8 ngefomethi ye-BF16. Lokhu kuvumela a inkomba esheshayo futhi ephumelelayo, eqinisekisa ukusebenza okuphezulu kwemodeli.

Ngaphezu kwalokho, leli thuluzi liyatholakala ukulanda nge Ubuso Obumbambayo ezinguqulweni ze- I-16B y I-236B amapharamitha, okwenza kube lula ukuphakela kuzo zombili izindawo ezisemagcekeni nasezindaweni zamafu.

Ungayisebenzisa kanjani i-DeepSeek Coder V2?

I-DeepSeek Coder V2 ingasetshenziswa ngezindlela eziningana ngaphakathi kokuhamba komsebenzi womklami:

• Ukuqedela ngokuzenzakalela kwekhodi: Iphakamisa amazwibela ekhodi ngokusekelwe kumongo wephrojekthi.
• Ukulungiswa kwamaphutha: Ihlonza amaphutha kukhodi futhi iphakamise izixazululo ezithuthukisiwe.
• Izincazelo ezinemininingwane: Inikeza izincazelo zesinyathelo ngesinyathelo zamazwibela ekhodi ayinkimbinkimbi.
• Ukusekelwa kwenqolobane: Ungakwazi ukuhlaziya futhi ugcwalise ikhodi kuwo wonke amaphrojekthi.

Umthelela embonini yokuthuthukisa isofthiwe

Ukwethulwa kwe I-DeepSeek Coder V2 kube nomthelela omkhulu emkhakheni wokuthuthukiswa kwesoftware. Ngenxa yemodeli yayo yomthombo ovulekile, yenza intando yeningi ukufinyelela kumathuluzi obuhlakani bokwenziwa athuthukile kubahleli bohlelo emhlabeni jikelele. Ukusebenza kahle nokunemba kwayo ekukhiqizeni amakhodi kukwenze kwaba enye indlela ekhangayo ezisombululweni zokuphathelene.

Ngaphezu kwalokho, indlela yayo yokuqeqesha kanye nezakhiwo ezithuthukisiwe zibonise ukuthi amamodeli emithombo evulekile angaqhudelana ngokuphumelelayo nezixazululo ezivaliwe ezivela ezinkampanini ezinkulu zobuchwepheshe.

I-DeepSeek Coder V2 ikwazile ukuzibeka njengesithenjwa emkhakheni wobuhlakani bokwenziwa obusetshenziswa ezinhlelweni. Indlela yayo yomthombo ovulekile, ehambisana namandla ayo okuqonda amakhodi ahlaba umxhwele, iyenza ibe ithuluzi elibaluleke kakhulu konjiniyela bawo wonke amazinga. Inhlanganisela yokusekelwa kolimi lohlelo olubanzi, ukusebenza kahle kokubhalwa kwekhodi okuphezulu, nokufinyelela kwamahhala kukwenza kube ukukhetha okuhle kulabo abafuna ukukhulisa umkhiqizo wabo ekuthuthukisweni kwesoftware.