UMHLAHLANDLELA Wezinkampani

I-DeepSeek

I-DeepSeek yinkampani yaseShayina ye-AI eyaziwa ngokukhulula amamodeli olimi asebenza kahle kakhulu anesisindo esivulekile ngengxenye yezindleko zokuqeqesha ezijwayelekile.

Uhlolojikelele

I-DeepSeek yinkampani yaseShayina ye-AI eyaziwa ngokukhulula amamodeli olimi asebenza kahle kakhulu anesisindo esivulekile ngengxenye yezindleko zokuqeqesha ezijwayelekile. Imodeli yayo yokucabanga engu-R1 ekuqaleni kuka-2025 yamangaza imboni futhi yashintshashintsha isitoko sobuchwepheshe bomhlaba wonke.

I-DeepSeek iqondwa kangcono kumongo wesu, ukufinyelela kwemodeli, izinqumo zeplathifomu, nobambiswano lwe-ecosystem.

I-Deep Dive

I-DeepSeek ilebhu ye-AI ese-Hangzhou ephuma ku-quantitative hedge fund High-Flyer. Ithole ukunakwa emhlabeni wonke ngasekupheleni kuka-2024 nasekuqaleni kuka-2025 nge-DeepSeek-V3, imodeli enkulu yengxube yochwepheshe, kanye ne-DeepSeek-R1, imodeli yokucabanga eqeqeshwe kakhulu ngokufunda okuqiniswayo 'ukucabanga' isinyathelo nesinyathelo. Okushaqise izibukeli kwaba ukusebenza kahle okubikiwe: I-DeepSeek ithe iqeqeshe amamodeli asezingeni lomngcele ngengxenye encane yesabelomali esisetshenziswe amalebhu ahamba phambili ase-US, ngokwengxenye ngokusebenza ngaphansi kwemikhawulo yokuthumela ngaphandle kuma-chips asezingeni eliphezulu. Amamodeli akhishwe anesisindo esivulekile kanye nokunikezwa kwelayisensi evumelekile, futhi uhlelo lwayo lokusebenza lwengxoxo lube phezulu kafushane kumashadi esitolo sohlelo lokusebenza. Ukwethulwa kudale ukudayiswa okubukhali kumasheya we-AI hardware njengoba abatshalizimali bebuza imibono yokuthi ingakanani i-compute frontier AI edinga ngempela.

I-Technical Insight

Amamodeli we-DeepSeek ancike ekwakhiweni okuxubile kochwepheshe (i-MoE), lapho kuphela ingxenye encane yamapharamitha enethiwekhi esebenza ngethokheni ngayinye, inciphisa izindleko zekhompiyutha kuyilapho igcina umthamo uphezulu. I-DeepSeek-R1 isebenzise ukufundisa kokuqinisa ngezinga elikhulu ukuze kutholwe ukucabanga okulandelanayo, futhi ithimba libonise ikhono lokucabanga lingavela ngokucushwa okuncane okugadwayo. Baphinde bahlakaza lawa makhono baba amamodeli amancane aminyene asebenzisa ihadiwe elinesizotha.

Funda kabanzi ngombungazi, u DeepSeek

I-DeepSeek yinkampani yaseShayina ye-AI eyaziwa ngokukhulula amamodeli olimi asebenza kahle kakhulu anesisindo esivulekile ngengxenye yezindleko zokuqeqesha ezijwayelekile. Imodeli yayo yokucabanga engu-R1 ekuqaleni kuka-2025 yamangaza imboni futhi yashintshashintsha isitoko sobuchwepheshe bomhlaba wonke. I-DeepSeek iqondwa kangcono kumongo wesu, ukufinyelela kwemodeli, izinqumo zeplathifomu, nobambiswano lwe-ecosystem. Ukuze wakhe ukuqonda okujulile, phatha i-DeepSeek 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-DeepSeek ahlola isu lomthengisi, ukwethembeka kwemephu yomgwaqo, kanye nobungozi bokukhiya ngaphambi kokwenza lokho. 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.

Ikusasa le-DeepSeek

I-DeepSeek iqinise impikiswano yesisindo esivulekile ngokumelene nemodeli evaliwe futhi yacindezela izimbangi ngentengo nokusebenza kahle. Lindela ukukhishwa okusheshayo okuqhubekayo, amamodeli okucabanga anekhono futhi ashibhile, nokwamukelwa okubanzi kwe-MoE kanye ne-RL-for-reasoning techniques embonini yonkana. Ngokwe-geopolitical, iphakamisa imibuzo mayelana nezilawuli zokuthunyelwa kwe-chip, ukuphathwa kwedatha, kanye nalapho kuhlala khona ubuholi be-AI. Ukucutshungulwa okuphathelene nobumfihlo, ukuvinjelwa kwezihloko ezibucayi, nokuphepha nakho kukhulile, okwenza abanye ohulumeni namafemu bakhawule uhlelo lwayo lokusebenza njengoba onjiniyela bamukela izisindo ezivulekile.

Ukuqaliswa Komhlaba Wangempela

Onjiniyela bazibambele ngokwabo amamodeli esisindo esivulekile we-DeepSeek ukuze bakhe ama-chatbots nabasizi ngaphandle kwezindleko ze-API yethokheni ngayinye.

Abacwaningi bahlukanisa ukucabanga kwe-DeepSeek-R1 kube amamodeli amancane asebenzisa i-GPU eyodwa noma ikhompuyutha ephathekayo.

I-Startups isebenzisa i-API yayo eshibhile ukuze uthole usizo lokubhala amakhodi, ukuhlaziya amadokhumenti, nemisebenzi yezibalo/yokubonisana.

Abahlaziyi abacaphuna i-DeepSeek njengobufakazi bokuthi i-AI yomngcele ingaqeqeshwa ngokushibhile, ilungise kabusha izibikezelo zokusebenzisa imali ngekhompyutha.

Amaphethini Okusebenzisa

I-DeepSeek ngokusebenza

Onjiniyela bazibambele ngokwabo amamodeli esisindo esivulekile we-DeepSeek ukuze bakhe ama-chatbots nabasizi ngaphandle kwezindleko ze-API yethokheni ngayinye.

Onjiniyela abazisingatha ngokwabo amamodeli esisindo esivulekile we-DeepSeek ukuze bakhe ama-chatbot nabasizi ngaphandle kwenkokhelo ye-API yethokheni ngayinye Amaqembu ngokuvamile athola imiphumela engcono uma echaza imikhawulo yekhwalithi ngaphambili, agcine indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-DeepSeek ngokusebenza

Abacwaningi bahlukanisa ukucabanga kwe-DeepSeek-R1 kube amamodeli amancane asebenzisa i-GPU eyodwa noma ikhompuyutha ephathekayo.

Abacwaningi abahluza ukucabanga kwe-DeepSeek-R1 baba amamodeli amancane asebenzisa i-GPU eyodwa noma ama-laptop Teams ngokuvamile bathola imiphumela engcono lapho bechaza imingcele yekhwalithi ngaphambili, bagcine indlela yokukhuphuka komuntu ngamacala asemaphethelweni, futhi balandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-DeepSeek ngokusebenza

I-Startups isebenzisa i-API yayo eshibhile ukuze uthole usizo lokubhala amakhodi, ukuhlaziya amadokhumenti, nemisebenzi yezibalo/yokubonisana.

Ama-Startups asebenzisa i-API yayo eshibhile ukuze athole usizo lokubhala amakhodi, ukuhlaziya amadokhumenti, kanye nemisebenzi yezibalo/yokubonisana Amathimba ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, agcine indlela yokukhuphuka kwabantu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-DeepSeek ngokusebenza

Abahlaziyi abacaphuna i-DeepSeek njengobufakazi bokuthi i-AI yomngcele ingaqeqeshwa ngokushibhile, ilungise kabusha izibikezelo zokusebenzisa imali ngekhompyutha.

Abahlaziyi abacaphuna i-DeepSeek njengobufakazi bokuthi i-AI yomngcele ingaqeqeshwa ngemali eshibhile, ukulungisa kabusha izibikezelo ezisetshenziswa ngekhompyutha Amaqembu ngokuvamile athola imiphumela engcono lapho echaza izilinganiso zekhwalithi ngaphambili, agcina indlela yokukhuphuka kwabantu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

Izingozi & Guardrails

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Izimemezelo zokwethula zingase zeqe ukuzinza ekugelezeni komsebenzi wangempela wokukhiqiza.

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Izintengo ze-API noma izinguquko zenqubomgomo zingaphula ukucabanga ngobusuku obubodwa.

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Ukuncika komthengisi oyedwa kukhulisa izindleko zokukhiya nokufuduka.

Ukuqalisa Umhlahlandlela

1

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.

2

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.

3

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.

4

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.

Qhubeka Uhlole