Asigcini okanye sifikelele kwidatha yomsebenzisi, kwaye asinqumami iakhawunti ngaphandle kokuba igunya elisemthethweni lifune inyathelo lokunyanzelisa.
Ukuqiqa kweChain-of-Thought okuPhambili

ShannonPro 1.6

I-AI enamandla aphezulu eqhutywa yiMistral Large 3ngeiiparamitha ezingama-675Bngokupheleleyoukuchaneka kweBF16. Iqeqeshwe emva koko ngeKIMI K2 Thinking TracekusetyenziswaGRPO (Group Relative Policy Optimization)yokuqiqa kwechain-of-thought okucacileyo. YemveliIzakhonoinkxaso yeendlela zokusebenza zebhunga.

675B
Iiparamitha eziPheleleyo
BF16
Ukuchaneka okuPheleleyo
GRPO
Indlela yoQeqesho
256K
Ifestile yoMxholo
Uhlelo lwePro
Shannon Pro 1.6
v1.6.0-pro-fp16-thinking
KIMI K2 Thinking Trace:
[1] Ukuhlalutya ukwahlulwa kwengxaki...
[2] Ukuvavanya iindlela zesisombululo...
[3] Ukuqiqa ngeziphumo...
[4] Ukudibanisa impendulo efanelekileyo...
Isiphumo:[Ukuqiqa okucacileyo kuyabonakala]

KIMI K2 Transparent Reasoning Pipeline

I-Shannon Pro 1.6 ibonisa inkqubo yayo yokuqiqa ngeKIMI K2 Thinking Traces, ikuvumela ukuba ubone kanye indlela imodeli efikelela ngayo kwizigqibo zayo.

Uhlalutyo lweGalelo

Hlalutya isicelo kwaye uchonge iimfuno eziphambili

Ukwahlulwa kweNgxaki

Yahlula imisebenzi enzima ibe ngamanyathelo alawulekayo

Umkhondo woKuqiqa

Inkqubo yokuqiqa yeKIMI K2 ecacileyo

Ukudibanisa

Impendulo efanelekileyo enomkhondo opheleleyo

Umdibaniso oGranular weengcali ngokuChaneka okuPheleleyo

I-Shannon Pro 1.6 isebenzisa iMistral Large 3 ngokuChaneka okuPheleleyo kweBF16, igcina yonke into encinci yezakhono zemodeli ukuze ibe nokusebenza okuphezulu kunye nomgangatho wokuqiqa.

673B

Imodeli yoLwimi

I-MoE eGranular enee-params ezisebenzayo ezingama-39B

2.5B

I-Vision Encoder

Uhlalutyo lwemifanekiso yeMultimodal

BF16

Ukuchaneka okuPheleleyo

Ukuthembeka kwemodeli okuphezulu

GRPO

Uqeqesho lokuqiqa

Imikhondo yokuqiqa yeKIMI K2

Ukucocwa kweKIMI K2 Thinking Trace

I-Shannon Pro 1.6 isebenzisa iGRPO (Group Relative Policy Optimization) ukufaka imikhondo yokuqiqa ephambili yeKIMI K2, evumela ukuqiqa kwechain-of-thought okucacileyo.

Group Relative Policy Optimization

Indlela ephambili yokufunda ngokuqinisa eqhuba iimpendulo zemodeli ngokunxulumene nokusebenza kweqela, iqinisekisa ukuqiqa okungaguqukiyo, okukumgangatho ophezulu kuyo yonke imisebenzi eyahlukeneyo.

KIMI K2 Thinking Traces

Icocwe kwiipateni zokuqiqa eziphambili zeKIMI K2, ibonelela ngokuqiqa okucacileyo, inyathelo ngenyathelo okubonisa indlela imodeli ejongana ngayo neengxaki ezinzima.

Ukuqiqa okuHlalutyekayo

Inyathelo ngalinye lokuqiqa libonisiwe kwaye liyahlolwa, livumela abaphandi nabaphuhlisi ukuba baqonde kwaye baqinisekise inkqubo yokwenza izigqibo zemodeli.

Umzila woQeqesho lweNqanaba eliMbini

I-Shannon Pro 1.6 idibanisa amandla esiseko seMistral Large 3 noqeqesho oluphambili lweGRPO kwiKIMI K2 thinking traces yezakhono zokuqiqa ezingenakulinganiswa.

Isiseko seMistral Large 3

Yakhiwe kwimodeli yeMistral ephambili ye-Instruct 2512 BF16 ngokuChaneka okuPheleleyo kweBF16, igcina zonke izakhono zemodeli ukuze ibe nokusebenza okuphezulu.

BF16 epheleleyo I-Instruct Elungisiweyo Ukuthembeka okuPhezulu

KIMI K2 Ukuqiqa

Iqeqeshwe emva kwe-KIMI K2 Imikhondo Yokucinga, ibamba iipatheni zokuqiqa eziphambili, ukwahlulahlula ingxaki enamanqanaba amaninzi, kunye neenkqubo zokucinga ezicacileyo.

KIMI K2 Imikhondo Yokucinga Iipatheni ze-CoT

GRPO Ulungiselelo

Ulungiselelo olucokisekileyo lwe-GRPO (Group Relative Policy Optimization) luqinisekisa ukuqiqa okungaguqukiyo, okumgangatho ophezulu kwiindawo ezahlukeneyo kunye nobunzima bemisebenzi.

GRPO Ulungiselelo Lomgaqo-nkqubo Ukungaguquki

🔧 Ukudibanisa Izakhono

Inkxaso yemveli yezakhono ezilungiselelweyo yenza ukuba kubekho ubuchule be-AI obunokwandiswa. Yenza, yabelana, kwaye usebenzise iinkqubo zomsebenzi ezikhethekileyo eziphuculwe ngokuqiqa okucacileyo.

Izakhono Ezilungiselelweyo Ezinokwandiswa Eziphuculwe Ngokuqiqa

Yandisa i-Shannon Pro ngeZakhono Ezilungiselelweyo

I-Shannon Pro 1.6 inezinto zokudibanisa Izakhono zemveli ngokuqiqa okucacileyo, okukuvumela ukuba wenze ubuchule obuphezulu ngemikhondo yokucinga ebonakalayo.

Izakhono Zohlalutyo Lophando

Yenza izakhono zophando lwezemfundo, uhlolo loncwadi, kunye nokuvelisa iingcinga ngemikhondo yokuqiqa ecacileyo ebonisa inkqubo yohlalutyo.

Ukusombulula Ingxaki Olubunzima

Yakha izakhono ezijongana neengxaki ezinamanqanaba amaninzi ngokuqiqa okubonakalayo okulandelelanayo kwimisebenzi yokulungisa iimpazamo kunye nolungiselelo.

Izakhono Zokuceba Ngobuchule

Yila izakhono zesicwangciso soshishino kunye nokwenza izigqibo ngokuqiqa okucacileyo abanokuthi abachaphazelekayo bakuhlole kwaye bakuqinisekise.

Izakhono Zemfundo

Yenza izakhono zokufundisa kunye nokucacisa ezibonisa ukuqiqa inyathelo ngenyathelo, ezifanelekileyo kwizicelo zemfundo.

Iziseko Zophuhliso Ezisebenza Ngokuphezulu

I-Shannon Pro 1.6 ngobuchule obupheleleyo be-BF16 ifuna iziseko zophuhliso ze-GPU ezisebenza ngokuphezulu ukuze isebenze ngokugqibeleleyo kunye nobuchule obuphezulu.

NVIDIA B200

Isizukulwana esilandelayo soyilo lwe-Blackwell ukuze isebenze ngokugqibeleleyo nge-BF16

Ukusasazwa Kwenodi Enye
Ubuchule be-FP8
Ukuvelisa Obuphezulu

NVIDIA H200

I-Hopper Ephuculweyo ngememori eyandisiweyo yemodeli epheleleyo

Ukusasazwa Kwenodi Enye
Ubuchule be-FP8
Ukusebenza Okuphezulu

Ibanjwe Efini

Ukusasazwa kwe-BF16 olulawulwa ngokupheleleyo ngokuzenzekelayo

Ukufikelela Ngokukhawuleza
Ubuchule Obupheleleyo
Ilungele i-API

Izinto ze-AI Zobuchule Obuphezulu

I-Shannon Pro 1.6 inika ubuchule obutsha ngokuqiqa okucacileyo kwimisebenzi yoshishino nophando efuna kakhulu.

Imikhondo Yokucinga

Ukuqiqa okucacileyo kwe-KIMI K2 okulandelelanayo kubonisa inkqubo yokwenza izigqibo zemodeli.

Umbono Weendlela Ezininzi

Hlalutya imifanekiso ngesixhobo sokufaka umbono esidibanisiweyo se-2.5B kunye neenkcazo eziphuculwe ngokuqiqa.

Inkxaso Yeelwimi Ezininzi

Inkxaso yemveli yeelwimi eziyi-12+ ngomgangatho wokuqiqa ongaguqukiyo kuzo zonke iilwimi.

🤖

Ubuchule Bobunxibelelanisi

Izinto zobunxibelelanisi ezibalaseleyo ngokubiza imisebenzi eyazi ukuqiqa kunye nokusebenzisa izixhobo.

Umxholo Ede

Ifestile yomxholo ye-256K ngokuqiqa okuhambelanayo kuxwebhu olwandisiweyo.

Izakhono Zemveli

Yenza kwaye usasaze Izakhono ezilungiselelweyo eziphuculwe ngobuchule bokuqiqa obucacileyo.

Yenzelwe Imisebenzi Yokuqiqa Enzima

I-Shannon Pro 1.6 igqwesile kwimisebenzi efuna ukuqiqa okunzulu, ukusombulula ingxaki enamanqanaba amaninzi, kunye neenkqubo zokwenza izigqibo ezicacileyo.

Uphando Lwesayensi

Uhlalutyo lophando olunzima ngemikhondo yokuqiqa ecacileyo

Ukusombulula Ingxaki Olubunzima

Ukuqiqa okumanqanaba amaninzi kwimingeni yobunjineli neyobuchwepheshe

Uhlalutyo Yobuchule

Isicwangciso soshishino ngeenkqubo zokwenza izigqibo ezinokuhlolwa

💻

Ukuvelisa Ikhowudi Oluphambili

Ukukhowuda okunzima ngokuqiqa okubonakalayo ngoyilo

Izicelo Zemfundo

Iingcaciso inyathelo ngenyathelo ngokuqiqa okucacileyo

🏢

Inkxaso Yesigqibo Yezoshishino

Iingcebiso ze-AI ezinokuhlolwa ngezigqibo ezibalulekileyo

I-Shannon Pro ngokuchasene ne-Shannon Lite

Khetha imodeli ye-Shannon efanelekileyo kwiimfuno zakho. I-Pro inika ubuchule obuphezulu ngokuqiqa okucacileyo, ngelixa i-Lite inika usasazo olusebenzayo.

Isici Shannon Pro 1.6 Shannon Lite 1.6
Imodeli Yesiseko Mistral Large 3 Mistral Large 3
Iiparamitha Zizonke 675B 675B
Ukunyaniseka BF16 Epheleleyo NVFP4
Emva Koqeqesho KIMI K2 Thinking Trace (GRPO) Claude Opus 4.5
Ukuqiqa Ulandelelwano Lweengcinga Umgangatho
Inkxaso Yezakhono Yemveli Yemveli
Eyona Ilungileyo Ku Ubukhulu Bobuchule Ukusetyenziswa Okusebenzayo

Fumana i-Shannon Pro 1.6

I-AI enobuchule obuphezulu kunye nokunyaniseka kwe-BF16 epheleleyo kunye nokuqiqa okucacileyo kwe-KIMI K2. Bona indlela i-AI ecinga ngayo ngokwenene.

Zonke iilinki zophando