Ma hayno mana helno data isticmaaleyaal ah, mana suspend-gareyno xisaabaadka ilaa authority sharci ahi naga dalbato tallaabo.
Sababaynta Silsiladda Fikirka ee Sare

ShannonPro 1.6

AI awoodda ugu badan leh oo ay ku shaqeysoMistral Large 3oo leh675B cabbirrooo buuxasaxnaanta BF16. Waxaa lagu tababaray ka dibKIMI K2 Thinking Traceiyadoo la isticmaalayoGRPO (Group Relative Policy Optimization)sababaynta silsiladda fikirka ee hufan. Asal ahaanXirfadotaageero loogu talagalay socodka shaqada heerka shirkadaha.

675B
Cabbirrada Guud
BF16
Saxnaan Buuxda
GRPO
Habka Tababarka
256K
Daaqadda Macnaha
Daabacaadda Pro
Shannon Pro 1.6
v1.6.0-pro-fp16-thinking
KIMI K2 Thinking Trace:
[1] Falanqaynta kala-goynta dhibaatada...
[2] Qiimeynta hababka xalka...
[3] Sababaynta saameynta...
[4] Isku-darka jawaabta ugu fiican...
Natiijo:[Sababayn hufan oo muuqata]

Habka Sababaynta Hufan ee KIMI K2

Shannon Pro 1.6 waxay soo bandhigtaa habka sababaynteeda iyada oo loo marayo KIMI K2 Thinking Traces, oo kuu ogolaanaysa inaad si sax ah u aragto sida moodalku u gaaro gabagabadiisa.

Falanqaynta Gelitaanka

Falanqee codsiga oo aqoonso shuruudaha muhiimka ah

Kala-goynta Dhibaatada

U kala qaybi hawlaha adag tallaabooyin la maareyn karo

Raadadka Sababaynta

Habka fikirka hufan ee KIMI K2

Isku-darka

Jawaabta ugu fiican oo leh raad buuxa

Isku-darka Khubarada Granular ah oo leh Saxnaan Buuxda

Shannon Pro 1.6 wuxuu ku shaqeeyaa Mistral Large 3 oo leh saxnaan buuxda oo BF16 ah, isagoo ilaalinaya faahfaahin kasta oo ka mid ah awoodaha moodalka si loo helo waxqabadka ugu sarreeya iyo tayada sababaynta.

673B

Moodalka Luqadda

MoE Granular ah oo leh 39B cabbirro firfircoon

2.5B

Koodhka Aragga

Falanqaynta sawirrada qaabab badan leh

BF16

Saxnaan Buuxda

Daacadnimada moodalka ugu sarreysa

GRPO

Tababarka Fikirka

Raadadka sababaynta KIMI K2

Shaandhaynta Raadadka Fikirka ee KIMI K2

Shannon Pro 1.6 wuxuu ka faa'iideystaa GRPO (Group Relative Policy Optimization) si uu u daro raadadka fikirka sare ee KIMI K2, taasoo suurtogal ka dhigaysa sababaynta silsiladda fikirka ee hufan.

Group Relative Policy Optimization

Farsamo barasho xoojin sare ah oo hagaajisa jawaabaha moodalka marka loo eego waxqabadka kooxda, hubinaysa sababayn joogto ah oo tayo sare leh hawlaha kala duwan.

KIMI K2 Thinking Traces

Laga soo saaray qaababka sababaynta sare ee KIMI K2, oo bixinaya fikir hufan oo tallaabo-tallaabo ah oo muujinaya sida moodalku u wajaho dhibaatooyinka adag.

Sababayn La Fasiran Karo

Tallaabo kasta oo sababayn ah waa la soo bandhigay waana la hubin karaa, oo u sahlaysa cilmi-baarayaasha iyo horumarinayaasha inay fahmaan oo xaqiijiyaan habka go'aan-qaadashada moodalka.

Habka Tababarka Laba-Marxaladood ah

Shannon Pro 1.6 wuxuu isku daraa awoodda aasaaska Mistral Large 3 oo leh tababar GRPO sare ah oo ku saabsan raadadka fikirka KIMI K2 si loo helo awoodo sababayn oo aan la mid ahayn.

Aasaaska Mistral Large 3

Waxaa lagu dhisay moodalka Mistral ee casriga ah ee Instruct 2512 BF16 oo leh saxnaan buuxda oo BF16 ah, isagoo ilaalinaya dhammaan awoodaha moodalka si loo helo waxqabadka ugu sarreeya.

BF16 Buuxa Si gaar ah loo hagaajiyay Daacadnimada Ugu Sarreysa

KIMI K2 Sababaynta

Waxaa lagu tababaray ka dib KIMI K2 Raadadka Fikirka, iyadoo qabanaysa qaabab sababayneed oo horumarsan, kala-goynta dhibaatooyinka tallaabooyin badan leh, iyo hababka silsiladda-fikirka oo hufan.

KIMI K2 Raadadka Fikirka Qaababka CoT

GRPO Hagaajinta

Hagaajinta siyaasadda kooxeed ee qaraabada ah (Group Relative Policy Optimization) waxay xaqiijinaysaa sababaynta tayada sare leh oo joogto ah oo ku saabsan qaybaha kala duwan iyo dhibaatooyinka hawlaha.

GRPO Hagaajinta Siyaasadda Joogto

🔧 Isku-darka Xirfadaha

Taageerada asalka ah ee Xirfadaha gaarka ah waxay awood u siinaysaa awoodaha AI ee la ballaarin karo. Abuur, wadaag, oo geyso habab shaqo oo gaar ah oo lagu xoojiyay sababaynta hufan.

Xirfado Gaar Ah La Ballaarin Karo Sababaynta Lagu Xoojiyay

Ku Ballari Shannon Pro Xirfado Gaar Ah

Shannon Pro 1.6 wuxuu leeyahay isku-darka Xirfadaha asalka ah oo leh sababayn hufan, taasoo kuu oggolaanaysa inaad abuurto awoodo horumarsan oo leh raadad fikir oo muuqda.

Xirfadaha Falanqaynta Cilmi-baarista

Abuur xirfado loogu talagalay cilmi-baarista tacliinta, dib-u-eegista suugaanta, iyo abuurista mala-awaalka oo leh raadad sababayn hufan oo muujinaya habka falanqaynta.

Xallinta Dhibaatooyinka Adag

Dhis xirfado wax ka qabta dhibaatooyinka tallaabooyin badan leh oo leh sababayn silsiladda-fikirka oo muuqata oo loogu talagalay hawlaha cilad-saarka iyo hagaajinta.

Xirfadaha Qorshaynta Istaraatiijiyadeed

Naqshadee xirfado loogu talagalay istaraatiijiyadda ganacsiga iyo go'aan-qaadashada oo leh sababayn hufan oo ay daneeyayaashu baari karaan oo xaqiijin karaan.

Xirfadaha Waxbarashada

Abuur xirfado waxbarid iyo sharaxaad oo muujinaya sababayn tallaabo-tallaabo ah, oo ku habboon codsiyada waxbarashada.

Kaabayaasha Waxqabadka Sare

Shannon Pro 1.6 oo leh saxnaanta buuxda ee BF16 wuxuu u baahan yahay kaabayaasha GPU ee waxqabadka sare leh si loo helo waxqabadka ugu fiican iyo awoodda ugu badan.

NVIDIA B200

Dhismaha Blackwell ee jiilka xiga ee waxqabadka ugu fiican ee BF16

Geynta Hal Node
Saxnaanta FP8
Wax-soo-saarka Ugu Badan

NVIDIA H200

Hopper la xoojiyay oo leh xusuus la ballaariyay oo loogu talagalay qaabka buuxa

Geynta Hal Node
Saxnaanta FP8
Waxqabad Sare

Martigaliyay Daruurta

Geyn BF16 oo si buuxda loo maamulo oo leh is-miisaamid

Helitaan Degdeg Ah
Saxnaan Buuxda
API Diyaar Ah

Awoodaha AI ee Ugu Badan

Shannon Pro 1.6 wuxuu bixiyaa awoodo horudhac ah oo leh sababayn hufan oo loogu talagalay shirkadaha iyo culaysyada shaqo ee cilmi-baarista ee ugu baahida badan.

Raadadka Fikirka

Sababaynta silsiladda-fikirka ee hufan ee KIMI K2 waxay soo bandhigaysaa habka go'aan-qaadashada ee qaabka.

Aragga Kala Duwan

Falanqee sawirrada adoo isticmaalaya koodhka aragga ee 2.5B ee isku-dhafan iyo sharraxaadaha lagu xoojiyay sababaynta.

Taageerada Luqadaha Badan

Taageerada asalka ah ee 12+ luqadood oo leh tayada sababaynta oo joogto ah dhammaan luqadaha.

🤖

Awoodaha Wakiilka

Awoodaha wakiilka ee ugu fiican fasalka oo leh wicitaan shaqo oo sababayn-ogaal ah iyo isticmaalka qalabka.

Macluumaad Dheer

Daaqadda macluumaadka 256K oo leh sababayn isku xiran oo ku saabsan dukumentiyada la ballaariyay.

Xirfado Asal Ah

Abuur oo geyso Xirfado gaar ah oo lagu xoojiyay awoodaha sababaynta hufan.

Loogu Talagalay Hawlaha Sababaynta Adag

Shannon Pro 1.6 wuxuu ku fiican yahay hawlaha u baahan sababayn qoto dheer, xallinta dhibaatooyinka tallaabooyin badan leh, iyo hababka go'aan-qaadashada hufan.

Cilmi-baaris Saynis

Falanqaynta cilmi-baarista adag oo leh raadad sababayn hufan

Xallinta Dhibaatooyinka Adag

Sababayn tallaabooyin badan leh oo loogu talagalay caqabadaha injineernimada iyo farsamada

Falanqaynta Istaraatiijiyadeed

Istaraatiijiyadda ganacsiga oo leh habab go'aan-qaadasho oo la baari karo

💻

Abuurista Koodhka Horumarsan

Koodh adag oo leh sababayn muuqata oo ku saabsan dhismaha

Codsiyada Waxbarashada

Sharaxaad tallaabo-tallaabo ah oo leh sababayn hufan

🏢

Taageerada Go'aanada Shirkadaha

Talooyinka AI ee la baari karo ee go'aanada muhiimka ah

Shannon Pro vs Shannon Lite

Dooro qaabka Shannon ee ku habboon baahiyahaaga. Pro wuxuu bixiyaa awoodda ugu badan oo leh sababayn hufan, halka Lite uu bixiyo geyn wax ku ool ah.

Astaamaha Shannon Pro 1.6 Shannon Lite 1.6
Moodalka Aasaasiga ah Mistral Large 3 Mistral Large 3
Tirada Guud ee Halbeegyada 675B 675B
Saxnaanta BF16 Buuxa NVFP4
Tababar Kadib KIMI K2 Raadadka Fikirka (GRPO) Claude Opus 4.5
Sababaynta Silsiladda Fikirka Heerka
Taageerada Xirfadaha Dhalad Dhalad
Ugu Fiican Awoodda Ugu Badan Daabulid Hufan

Ku Dhaqan Shannon Pro 1.6

AI awoodda ugu badan leh oo leh saxnaanta BF16 oo buuxda iyo sababaynta hufan ee KIMI K2. Eeg sida AI-gu runtii u fikiro.

Dhammaan research links