Overview
DeepSeek iChinese AI lab iyo yakavhurika-huremu modhi V3 neR1 yakashamisa indasitiri nekufananidza kuita kwepamusoro kufunga pachidimbu chemutengo wekudzidziswa. R1 kunyanya yakaratidza kuti nhanho-ne-nhanho kufunga kwakasimba kunogona kudzidziswa zvakanyanya kuburikidza nekusimbisa kudzidza.
DeepSeek V3 uye R1 Kukurukurirana inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana.
Deep Dive
DeepSeek-V3 yakakura Musanganiswa-ye-Nyanzvi yemutauro modhi ine mazana emabhiriyoni ezvese paramita asi chikamu chidiki chete chinoshanda pachiratidzo, chinochengeta chirevo chakachipa. Yakaburitswa mukupera kwa2024, inonzi yaingodhura mamirioni mashoma emadhora kudzidzisa, ishoma pane yeWestern flagship modhi. Mukutanga kwa2025, DeepSeek yakaburitsa R1, modhi yekufunga yakavakirwa pachigadziko cheV3 iyo yakadzidziswa zvakanyanya nekusimudzira kudzidza kugadzira chain-ye-pfungwa kufunga usati wapindura. R1 yakaenzana inotungamira yekufunga mamodheru pasvomhu uye coding mabhenji uku ichiburitswa sehuremu hwakavhurika pasi perezinesi remvumo. Iko kusanganiswa kwekuita kwakasimba, mutengo wakaderera, uye kuvhurika kwakakonzera maitiro makuru emusika uye yakawedzera gakava pamusoro pekushanda, mamodheru akavhurika, uye makwikwi epasi rose AI.
Technical Insight
V3 inoshandisa Musanganiswa-we-Nyanzvi dhizaini pamwe nehunyanzvi senge-multi-head latent kutarisisa uye yekubatsira-kurasikirwa-yemahara-yekuremedza-yekuenzanisa chirongwa kudzidzisa zvinobudirira. R1's kiyi zano ndeyekusimbisa kudzidza kwekufunga: kutanga kubva pahwaro modhi, yakapihwa mubairo wekugadzira mhinduro dzakarurama, dzinovimbika, izvo zvakaita kuti igadzire cheni dzemukati dzepfungwa, kuzviongorora, uye kufungisisa pasina kuvimba zvakanyanya pamienzaniso yakanyorwa nevanhu.
Kubata DeepSeek V3 uye R1 Kukurukurirana
DeepSeek iChinese AI lab iyo yakavhurika-huremu modhi V3 neR1 yakashamisa indasitiri nekufananidza kuita kwepamusoro kufunga pachidimbu chemutengo wekudzidziswa. R1 kunyanya yakaratidza kuti nhanho-ne-nhanho kufunga kwakasimba kunogona kudzidziswa zvakanyanya kuburikidza nekusimbisa kudzidza. DeepSeek V3 uye R1 Kukurukurirana inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana. Kuvaka kunzwisisa kwakadzama, bata DeepSeek V3 uye R1 Kukurukurirana semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodikanwa, kujekesa fungidziro, uye patsanura izvo zvingaitwa nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa DeepSeek V3 uye R1 Kukurukurirana zvinoongorora zano revatengesi, kuvimbika kwemepu yemugwagwa, uye njodzi yekuvhara isati yaita. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Panguva imwecheteyo, zviziviso zveLaunch zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Real-World Implementation
Kumhanyisa inokwanisa yakavhurika-huremu yekufunga modhi munharaunda kana pamaseva epachivande emasvomhu uye ekodha mabasa pasina kubhadhara per-tokeni API muripo.
Kudhiza kugona kweR1 yekufunga kuita madiki modhi anogona kumhanya pane zvine mwero Hardware
Kushandisa R1 kugadzirisa kukwikwidza-nhanho masvomhu uye matambudziko ehurongwa ane anooneka nhanho-ne-nhanho kufunga
Kuvaka zvikumbiro zvinodhura pane iyo MoE V3 base, uko chete chidimbu chemaparamendi chinobatisa pane tokeni kuchengetedza komputa.
Maitiro Ekuita
DeepSeek V3 uye R1 Kukurukurirana mukuita
Kumhanyisa inokwanisa yakavhurika-huremu yekufunga modhi munharaunda kana pamaseva epachivande emabasa esvomhu uye ekodha pasina kubhadhara per-token API muripo.
Kumhanyisa inokwanisa yakavhurika-huremu yekufunga modhi munharaunda kana pamaseva epachivande emabasa esvomhu uye ekodha pasina kubhadhara-yechiratidzo API mubhadharo Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura mhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye kukanganisa mutengo nekufamba kwenguva.
DeepSeek V3 uye R1 Kukurukurirana mukuita
Kudhiza kugona kweR1 yekufunga kuita madiki modhi anogona kumhanya pane zvine mwero Hardware.
Kudhiza kugona kweR1 yekufunga kuita madiki modhi anogona kumhanya pane ane mwero Hardware Matimu anowanzo kuwana zvirinani zvibodzwa kana vachitsanangudza zvemhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
DeepSeek V3 uye R1 Kukurukurirana mukuita
Kushandisa R1 kugadzirisa kukwikwidza-nhanho masvomhu uye matambudziko ehurongwa ane anooneka nhanho-ne-nhanho kufunga.
Kushandisa R1 kugadzirisa makwikwi-nhanho yemasvomhu uye matambudziko ehurongwa ane anooneka nhanho-ne-nhanho kufunga Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
DeepSeek V3 uye R1 Kukurukurirana mukuita
Kuvaka zvikumbiro zvinodhura pane iyo MoE V3 base, uko chete chikamu chemaparamendi chinobatisa pane tokeni kuchengetedza komputa.
Kuvaka zvikumbiro zvinodhura paMoE V3 base, uko chete chidimbu chemaparamendi chinomisikidza pane tokeni kuchengetedza komputa Matimu anowanzo kuwana mibairo iri nani kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Ongorora vanopa uchishandisa ako ega mabasa uye dataset. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.