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Kuganiza Kwapamwamba kwa Chain-of-Thought

ShannonKatswiri 1.6

AI yotha kuchita zambiri kwambiri yoyendetsedwa ndiMistral Large 3ndi675B magawopa mlingo wonse waBF16 kulondola. Yophunzitsidwa pambuyo pake ndiKIMI K2 Kutsatira kwa Kuganizapogwiritsa ntchitoGRPO (Group Relative Policy Optimization)poganiza momveka bwino kwa chain-of-thought. ZoyambiraMalusothandizo la ntchito zamakampani akuluakulu.

675B
Magawo Onse
BF16
Kulondola Kwathunthu
GRPO
Njira Yophunzitsira
256K
Zenera la Nkhani
Mtundu wa Katswiri
Shannon Pro 1.6
v1.6.0-pro-fp16-thinking
KIMI K2 Kutsatira kwa Kuganiza:
[1] Kusanthula kugawanika kwa vuto...
[2] Kuwunika njira zothetsera mavuto...
[3] Kuganiza za zotsatira zake...
[4] Kupanga yankho labwino kwambiri...
Zotuluka:[Kuganiza komveka kukuoneka]

KIMI K2 Njira Yoyendetsera Kuganiza Momveka

Shannon Pro 1.6 imasonyeza njira yake yoganizira kudzera mu KIMI K2 Kutsatira kwa Kuganiza, kukuthandizani kuona momwe mtunduwu umafikira pamapeto pake.

Kusanthula Zolowetsa

Santhulani pempho ndikuzindikira zofunikira zazikulu

Kugawanika kwa Vuto

Gawani ntchito zovuta kukhala masitepe osavuta

Kutsatira kwa Kuganiza

Njira yoganizira ya KIMI K2 yomveka

Kupanga

Yankho labwino kwambiri lokhala ndi kutsatira kwathunthu

Kusakaniza Kwambiri kwa Akatswiri pa Kulondola Kwathunthu

Shannon Pro 1.6 imayendetsa Mistral Large 3 pa kulondola kwathunthu kwa BF16, kusunga tsatanetsatane aliyense wa luso la mtunduwu kuti igwire ntchito bwino kwambiri komanso kuganiza bwino.

673B

Mtundu wa Chilankhulo

MoE Yambiri yokhala ndi 39B magawo ogwira ntchito

2.5B

Chosinthira Masomphenya

Kusanthula zithunzi zamitundu yambiri

BF16

Kulondola Kwathunthu

Kukhulupirika kwakukulu kwa mtundu

GRPO

Maphunziro a Kuganiza

KIMI K2 kutsatira kwa kuganiza

KIMI K2 Kutsatira kwa Kuganiza Kufotokozera

Shannon Pro 1.6 imagwiritsa ntchito GRPO (Group Relative Policy Optimization) kuti iphatikize kutsatira kwa kuganiza kwapamwamba kwa KIMI K2, kutheketsa kuganiza momveka bwino kwa chain-of-thought.

Group Relative Policy Optimization

Njira yapamwamba yophunzirira yolimbikitsa yomwe imakonza mayankho a mtundu molingana ndi magwiridwe antchito a gulu, kuonetsetsa kuganiza kosalekeza kwapamwamba pa ntchito zosiyanasiyana.

KIMI K2 Kutsatira kwa Kuganiza

Kufotokozedwa kuchokera ku njira zapamwamba zoganizira za KIMI K2, kupereka kuganiza momveka bwino sitepe ndi sitepe komwe kumasonyeza momwe mtunduwu umayendera mavuto ovuta.

Kuganiza Komveka

Sitepe iliyonse yoganizira imasonyezedwa ndipo imatha kuwunikidwa, kutheketsa ofufuza ndi opanga kumvetsa ndi kutsimikizira njira yopangira zisankho ya mtunduwu.

Njira Yophunzitsira Yagawo Ziwiri

Shannon Pro 1.6 imaphatikiza mphamvu ya maziko a Mistral Large 3 ndi maphunziro apamwamba a GRPO pa KIMI K2 kutsatira kwa kuganiza kuti ikhale ndi luso loganiza losayerekezeka.

Maziko a Mistral Large 3

Yomangidwa pa mtundu wapamwamba kwambiri wa Mistral wa Instruct 2512 BF16 pa kulondola kwathunthu kwa BF16, kusunga luso lonse la mtunduwu kuti igwire ntchito bwino kwambiri.

BF16 Yathunthu Kukonzedwa ndi Malangizo Kukhulupirika Kwakukulu

KIMI K2 Kuganiza

Yophunzitsidwa pambuyo pa KIMI K2 Thinking Traces, ikugwira njira zapamwamba zogwiritsira ntchito nzeru, kugawa mavuto a masitepe ambiri, ndi njira zowonekera za kuganiza motsatizana.

KIMI K2 Zizindikiro za Kuganiza Njira za CoT

GRPO Kukonza bwino

Kukonza bwino kwa Group Relative Policy Optimization kumatsimikizira kuganiza kosalekeza kwapamwamba m'madera osiyanasiyana ndi zovuta za ntchito.

GRPO Kukonza Ndondomeko Kusalekeza

🔧 Kuphatikiza Maluso

Thandizo lachibadwidwe la Maluso osinthidwa limathandiza kuti AI ikhale ndi luso lowonjezereka. Pangani, gawani, ndi kukhazikitsa njira zapadera zogwirira ntchito zowonjezeredwa ndi kuganiza kowonekera.

Maluso Osinthidwa Wowonjezereka Kowonjezeredwa ndi Kuganiza

Wonjezerani Shannon Pro ndi Maluso Osinthidwa

Shannon Pro 1.6 ili ndi kuphatikiza kwa Maluso achibadwidwe ndi kuganiza kowonekera, kukupatsani mwayi wopanga luso lapamwamba ndi zizindikiro zowonekera za kuganiza.

Maluso Ofufuza ndi Kusanthula

Pangani maluso ofufuza za maphunziro, kuwunika mabuku, ndi kupanga malingaliro ndi zizindikiro zowonekera za kuganiza zosonyeza njira yosanthula.

Kuthetsa Mavuto Ovuta

Pangani maluso omwe amagwira ntchito zovuta za masitepe ambiri ndi kuganiza kowonekera motsatizana pazochita zokonza zolakwika ndi kukonza bwino.

Maluso Okonzekera Njira

Pangani maluso a njira zamabizinesi ndi kupanga zisankho ndi kuganiza kowonekera komwe ogwira nawo ntchito angawunike ndi kutsimikizira.

Maluso Ophunzitsa

Pangani maluso ophunzitsa ndi kufotokozera omwe amasonyeza kuganiza motsatizana, oyenera kwambiri ntchito zophunzitsa.

Zomangamanga Zapamwamba Kwambiri

Shannon Pro 1.6 pa BF16 yolondola kwathunthu imafuna zomangamanga za GPU zapamwamba kwambiri kuti igwire ntchito bwino komanso kukhala ndi luso lalikulu.

NVIDIA B200

Mapangidwe a Blackwell a m'badwo wotsatira kuti agwire ntchito bwino kwambiri pa BF16

Kukhazikitsa pa Node Imodzi
Kulondola kwa FP8
Kutulutsa Kwambiri

NVIDIA H200

Hopper yowonjezeredwa ndi kukumbukira kokulirapo kwa chitsanzo chonse

Kukhazikitsa pa Node Imodzi
Kulondola kwa FP8
Kugwira Ntchito Kwambiri

Yokhazikitsidwa pa Cloud

Kukhazikitsa kwa BF16 koyendetsedwa bwino ndi auto-scaling

Kufikira Nthawi Yomweyo
Kulondola Kwathunthu
API Yokonzeka

Zinthu za AI Zokhala ndi Luso Lalikulu

Shannon Pro 1.6 imapereka maluso apamwamba ndi kuganiza kowonekera pazochita zovuta kwambiri zamabizinesi ndi kafukufuku.

Zizindikiro za Kuganiza

KIMI K2 kuganiza kowonekera motsatizana kumasonyeza njira yopangira zisankho ya chitsanzo.

Masomphenya Amitundu Yambiri

Santhulani zithunzi ndi 2.5B vision encoder yophatikizidwa ndi mafotokozedwe owonjezeredwa ndi kuganiza.

Thandizo la Zilankhulo Zambiri

Thandizo lachibadwidwe la zilankhulo zoposa 12 ndi kuganiza kosalekeza kwapamwamba m'zilankhulo zonse.

🤖

Maluso a Agentic

Zinthu zapamwamba kwambiri za agentic ndi kuyitanitsa ntchito komanso kugwiritsa ntchito zida zodziwa kuganiza.

Mawu Otalika

Zenera la mawu 256K ndi kuganiza kogwirizana m'mapepala otalika.

Maluso Achibadwidwe

Pangani ndi kukhazikitsa Maluso osinthidwa owonjezeredwa ndi maluso oganiza kowonekera.

Wopangidwa kwa Ntchito Zovuta Zoganiza

Shannon Pro 1.6 imapambana pa ntchito zofuna kuganiza mozama, kuthetsa mavuto a masitepe ambiri, ndi njira zowonekera zopangira zisankho.

Kafukufuku wa Sayansi

Kusanthula kwakukulu kwa kafukufuku ndi zizindikiro zowonekera za kuganiza

Kuthetsa Mavuto Ovuta

Kuganiza kwa masitepe ambiri pa zovuta za uinjiniya ndi zamakono

Kusanthula Njira

Njira zamabizinesi ndi njira zopangira zisankho zowunikika

💻

Kupanga Code Yapamwamba

Kupanga code kovuta ndi kuganiza kowonekera za mapangidwe

Mapulogalamu Ophunzitsa

Mafotokozedwe motsatizana ndi kuganiza kowonekera

🏢

Thandizo la Zisankho za Bizinesi

Malangizo a AI owunikika pa zisankho zofunika

Shannon Pro motsutsana ndi Shannon Lite

Sankhani chitsanzo choyenera cha Shannon pa zosowa zanu. Pro imapereka luso lalikulu ndi kuganiza kowonekera, pomwe Lite imapereka kukhazikitsa kothandiza.

Mbali Shannon Pro 1.6 Shannon Lite 1.6
Chitsanzo Choyambirira Mistral Large 3 Mistral Large 3
Ma Parameter Onse 675B 675B
Kulondola BF16 Yathunthu NVFP4
Pambuyo pa Maphunziro KIMI K2 Kutsatira Maganizo (GRPO) Claude Opus 4.5
Kulingalira Unyolo wa Maganizo Wokhazikika
Thandizo la Maluso Wachibadwidwe Wachibadwidwe
Yabwino Kwambiri pa Kuthekera Kwakukulu Kuyika Moyenera

Dziwani Shannon Pro 1.6

AI yokhala ndi kuthekera kwakukulu ndi kulondola kwa BF16 yathunthu komanso kulingalira kowonekera kwa KIMI K2. Onani momwe AI imaganizira kwenikweni.

All research links