DeepSeek V3 iyo R1 Reasoning
DeepSeek waa shaybaadhka Shiinaha ee AI kaas oo moodooyinka-fudud ee V3 iyo R1 ay ka yaabiyeen warshadaha iyagoo isbarbardhigaya waxqabadka ugu sarreeya ee sababaynta qayb yar oo ka mid ah kharashka tababarka.
Dulmar
R1 in particular showed that strong step-by-step reasoning could be trained largely through reinforcement learning.
quusid qoto dheer
DeepSeek-V3 waa nooc luuqadeed oo weyn oo isku-dhafan-of-Khubarada leh oo leh boqollaal balaayiin oo xaddidaadyo ah laakiin kaliya qayb yar oo firfircoon calamad kasta, taas oo ka dhigaysa raqiis. La sii daayay ilaa dabayaaqadii 2024, waxaa la sheegay in ay ku kacday kaliya dhowr milyan oo doolar in lagu tababaro, taas oo aad uga yar moodooyinka calanka reer galbeedka. Horraantii 2025, DeepSeek waxa ay sii daysay R1, oo ah qaab sababaynta oo lagu dhisay saldhigga V3 kaas oo si weyn loogu tababbaray xoojinta barashada si loo soo saaro fikradda silsilad-dheer ee fikirka ka hor inta aan laga jawaabin. R1 waxay la mid noqotay moodooyinka sababaynta horseedka ah ee xisaabta iyo koodaynta bartilmaameedyada iyadoo lagu sii daayay miisaan furan oo hoos imanaya shatiga oggolaanshaha. Isku darka waxqabadka xooggan, qiimaha jaban, iyo furfurnaanta ayaa kiciyay falcelinta suuqa weyn iyo dooda xooggan ee ku saabsan hufnaanta, moodooyinka furan, iyo tartanka AI ee caalamiga ah.
Aragtida Farsamada
V3 waxay isticmaashaa naqshada isku dhafka ah ee khubarada oo ay weheliso hal-abuuro cusub sida feejignaan qarsoon oo madax-badan ah iyo qorshe dheeli tiran oo khasaare-la'aan ah si loo tababaro si hufan. Fikradda muhiimka ah ee R1 waa xoojinta barashada sababeynta: laga bilaabo qaabka aasaasiga ah, waxaa lagu abaalmariyay soo saarista jawaabo sax ah, jawaabo la xaqiijin karo, taas oo u horseeday inay horumariso silsilado dheer oo gudaha ah oo feker ah, is-hubin, iyo milicsi iyada oo aan si weyn loogu tiirsanayn tusaalooyinka sababaynta bini'aadamka ee qoran.
Saamaynta Istiraatijiyadeed
Istaraatiijiyadda iibiyaha
Wadooyinka iibiyuhu waxay saameeyaan sifooyinka ay kooxdaadu dhisi karto marka xigta.
Qiimaha iyo miisaaniyada
Shuruudaha ganacsiga iyo ikhtiyaarka geynta ayaa saameeya kharashka iyo khatarta muddada-dheer.
Khatarta iyo badbaadada
Dhiirrigelinta shirkadu waxay qaabaysaa wax-soo-saarka alaabada, booska badbaadada, iyo furfurnaanta.
Mustaqbalka DeepSeek V3 iyo R1 Sababaynta
Waxtarka DeepSeek-ka hore, habka-furnaanta habka culeyska warshadaha oo dhan si ay u dhimaan kharashyada iyo sii daayo si furan. Filo moodooyinka dabagalka degdega ah, qaadashada ballaaran ee MoE iyo RL-farsamooyinka sababaynta, iyo sii socoshada dareenka juqraafiyeed ee shaybaarada xuduudaha Shiinaha. Muujinta in caqligu ku soo bixi karo si raqiis ah iyada oo loo marayo barashada xoojinta waxay u badan tahay inay qaabayn doonto sida jiilka xiga ee moodooyinka caqli-galku u dhisan yihiin oo loo kala qaybin karo noocyo yaryar oo la diri karo.
Dhaqangelinta Adduunka-dhabta ah
Ku socodsiinta moodel caqli-furan oo macquul ah gudaha ama server-yada gaarka ah ee xisaabta iyo hawlaha codaynta iyada oo aan la bixin khidmadaha API-ta calaamad kasta
Kala saarida kartida sababaynta R1 ee moodooyinka yaryar ee ku shaqayn kara qalab yar
Isticmaalka R1 si loo xalliyo xisaabta heerka tartanka iyo mashaakilaadka barnaamijka iyadoo la arki karo sabab tallaabo-tallaabo ah
Dhisidda codsiyada xasaasiga ah ee saldhigga MoE V3, halkaas oo kaliya qayb ka mid ah cabbirada ay dhaqaajiso calaamad kasta si loo badbaadiyo xisaabinta
Khatarta & Dariiqyada Ilaalada
Ogeysiisyada bilawga ah ayaa laga yaabaa inay ka dheereeyaan xasilloonida socodka shaqo ee wax soo saarka dhabta ah.
Qiimaynta API ama isbedelada siyaasada waxay jebin karaan malo awaalka habeen dhaxa
Ku-tiirsanaanta iibiyuhu wuxuu kordhiyaa qufulka iyo kharashaadka socdaalka.
Qorshe Hawleedka Dhaqangelinta
Qiimee bixiyeyaasha adiga oo isticmaalaya hawlahaaga iyo kaydinta xogtaada.
Dib u eeg sirta, amniga, iyo shuruudaha sharciga ka hor is dhexgalka.
Ilaali qorshaha dib u dhaca ee moodooyinka ama iibiyeyaasha.
La soco qoraalada sii daynta si isbeddellada khariidadda waddo aysan ula yaabin kooxaha.
Sii wad Sahaminta
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the DeepSeek V3 and R1 Reasoning quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Hagaha xiga
Wakiilada Sababaynta Imbue
Su'aalaha soo noqnoqda
What is DeepSeek V3 and R1 Reasoning?
DeepSeek waa shaybaadhka Shiinaha ee AI kaas oo moodooyinka-fudud ee V3 iyo R1 ay ka yaabiyeen warshadaha iyagoo isbarbardhigaya waxqabadka ugu sarreeya ee sababaynta qayb yar oo ka mid ah kharashka tababarka. R1 waxay si gaar ah u tustay in sababaynta tallaabo-tallaabo xooggan lagu tababari karo inta badan iyada oo loo marayo xoojinta barashada.
Nashqadadee ayay DeepSeek-V3 isticmaashaa si ay u noqoto mid hufan?
V3 waa moodal isku-dhafan-Khubarada: waxa ay leedahay boqollaal balaayiin oo cabirro wadar ah laakiin waxa ay dhaqaajisaa qayb yar oo keliya calaamadiiba, iyada oo hoos u dhigaysa qiimaha xisaabinta.
Maxaa DeepSeek-R1 gaar ahaan ka dhigay mid caan ka ah bulshada AI?
R1 waxay tustay in fikradda silsilad-fikirka ee xoogga leh lagu tababari karo inta badan iyadoo la adeegsanayo xoojinta barashada, waxaana loo sii daayay si furan, oo ku habboon moodooyinka ugu sarreeya si raqiis ah.
Ku dhawaad sidee buu DeepSeek-V3's kharashka tababarka la sheegay u barbardhigay moodooyinka calanka reer galbeedka?
V3 ayaa lagu soo waramayaa inay ku kacday kaliya dhowr milyan oo doolar si loo tababaro, taas oo aad uga yar moodooyinka calanka reer galbeedka ee la midka ah, taasoo ka yaabisay warshadaha.
Sidee ayuu R1 u horumariyay silsiladaheedii dheeraa ee fikirka?
R1 waxaa lagu abaalmariyay soo saarida jawaabo sax ah, oo la xaqiijin karo, taasoo u horseeday inay horumariso caqli-gal gudaha ah oo dheer, is-hubin, iyo milicsi.
Waa maxay hal farsamo oo hufan oo la xidhiidha tababbarka DeepSeek-V3?
V3 waxa ay soo bandhigtay farsamooyin ay ka mid yihiin feejignaanta qarsoon ee madax-badan iyo qorshe dheeli tiran oo khasaare-la'aan ah si ay MoE-deeda ugu tababarto si hufan.