Dubawa
DeepSeek wani dakin gwaje-gwajen AI ne na kasar Sin wanda nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau’in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau’in nau’in nau’in nau’in nau’in nau’in nau’in nau’in nau’in kiwo) sun ba wa masana’antar mamaki ta hanyar daidaita manyan ayyukan tunani a wani yanki na farashin horo. R1 musamman ya nuna cewa za a iya horar da tunani-mataki mai ƙarfi ta hanyar ƙarfafa koyo.
DeepSeek V3 da R1 Reasoning an fi fahimtar su a cikin mahallin dabarun, samun damar samfuri, yanke shawara na dandamali, da haɗin gwiwar yanayin muhalli.
Zurfafa nutsewa
DeepSeek-V3 babban samfurin Harshen Haɗuwa-na-Kwararru ne tare da ɗaruruwan biliyoyin jimillar ma'auni amma ƙaramin juzu'i ne kawai ke aiki a kowace alama, wanda ke riƙe rahusa. An sake shi a kusa da ƙarshen 2024, an ba da rahoton cewa an kashe kuɗin dala miliyan kaɗan don horarwa, ƙasa da ƙirar ƙasashen yamma. A farkon 2025, DeepSeek ya fito da R1, samfurin tunani wanda aka gina akan tushe na V3 wanda aka horar da shi sosai tare da koyan ƙarfafawa don samar da dogon tunani na tunani kafin amsa. R1 ya yi daidai da manyan samfuran tunani akan lissafi da maƙasudin ƙididdigewa yayin da ake fitar da su azaman buɗaɗɗen ma'auni ƙarƙashin lasisin izini. Haɗin aiki mai ƙarfi, ƙarancin farashi, da buɗewa ya haifar da manyan halayen kasuwa da haɓaka muhawara game da inganci, buɗe samfuran, da gasar AI ta duniya.
Fahimtar Fasaha
V3 yana amfani da ƙirar Haɗin-na-Kwararru tare da sabbin abubuwa kamar kulawar sirrin kai da yawa da tsarin daidaita nauyi mara-asara don horarwa da inganci. Babban ra'ayin R1 shine ƙarfafa koyo don tunani: farawa daga ƙirar tushe, an ba shi lada don samar da ingantattun amsoshi masu inganci, wanda ya kai shi haɓaka dogayen sarƙoƙin tunani na ciki, bincika kai, da tunani ba tare da dogaro mai nauyi ga misalan tunani na ɗan adam ba.
Jagorar DeepSeek V3 da R1 Reasoning
DeepSeek wani dakin gwaje-gwajen AI ne na kasar Sin wanda nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau’in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau’in nau’in nau’in nau’in nau’in nau’in nau’in nau’in nau’in kiwo) sun ba wa masana’antar mamaki ta hanyar daidaita manyan ayyukan tunani a wani yanki na farashin horo. R1 musamman ya nuna cewa za a iya horar da tunani-mataki mai ƙarfi ta hanyar ƙarfafa koyo. DeepSeek V3 da R1 Reasoning an fi fahimtar su a cikin mahallin dabarun, samun damar samfuri, yanke shawara na dandamali, da haɗin gwiwar yanayin muhalli. Don gina zurfin fahimta, bi DeepSeek V3 da R1 Reasoning azaman samfurin aiki, ba sifa ɗaya ba: ayyana sakamakon da ake so, fayyace zato, da raba abin da tsarin zai iya yi da dogaro daga abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi masu amfani da DeepSeek V3 da R1 Reasoning suna kimanta dabarun mai siyarwa, amincin taswirar hanya, da haɗarin kulle-kulle kafin aikatawa. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A lokaci guda, sanarwar ƙaddamarwa na iya wuce kwanciyar hankali a cikin ayyukan samarwa na gaske. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci.
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Gudun ingantaccen samfurin tunani mai buɗaɗɗen nauyi a cikin gida ko a kan sabar masu zaman kansu don ayyukan lissafi da ƙididdigewa ba tare da biyan kuɗin API na kowane-token ba.
Rarraba ikon tunani na R1 zuwa ƙananan ƙira waɗanda zasu iya aiki akan kayan aiki kaɗan
Amfani da R1 don warware lissafin matakin gasa da matsalolin shirye-shirye tare da bayyane mataki-mataki dalili
Gina aikace-aikacen da ke da ƙima akan tushen MoE V3, inda kaɗan ne kawai na sigogi ke kunna kowace alama don adana ƙididdigewa.
Hanyoyin Aiwatarwa
DeepSeek V3 da R1 Reasoning a aikace
Gudun ingantaccen samfurin tunani na buɗaɗɗen nauyi a cikin gida ko a kan sabar masu zaman kansu don lissafi da ayyukan ƙididdigewa ba tare da biyan kuɗin API na kowane-token ba.
Gudun ingantaccen samfurin tunani na buɗaɗɗen nauyi a cikin gida ko a kan sabobin masu zaman kansu don lissafi da ayyukan ƙididdigewa ba tare da biyan kuɗaɗen API na kowane alama Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
DeepSeek V3 da R1 Reasoning a aikace
Rarraba ikon tunani na R1 zuwa ƙananan ƙira waɗanda zasu iya aiki akan kayan aiki kaɗan.
Rarraba ikon tunani na R1 cikin ƙananan ƙira waɗanda za su iya aiki akan ƙwararrun kayan masarufi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙima masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
DeepSeek V3 da R1 Reasoning a aikace
Amfani da R1 don warware lissafin matakin gasa da matsalolin shirye-shirye tare da bayyane mataki-mataki dalili.
Yin amfani da R1 don magance lissafin matakin gasa da matsalolin shirye-shirye tare da bayyane mataki-mataki dalili Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓaka ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
DeepSeek V3 da R1 Reasoning a aikace
Gina aikace-aikace masu tsadar gaske akan tushen MoE V3, inda ɓangarorin sifofi kawai ke kunna kowace alama don adana ƙididdigewa.
Gina aikace-aikacen da ke da tsada a kan tushen MoE V3, inda kawai ƙananan sigogi ke kunna kowace alamar don adana Ƙungiyoyin ƙididdige yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefen, da kuma bin diddigin duk abubuwan da aka samu da kuma farashin kuskure akan lokaci.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.