Shannon 3.1
Ukuzungeza kokucabanga okufanayo, kususelwe kuqoqo lwethu lwama-GPU : ihlakaniphe ngo-32% , isheshe ngo-10-15x , inewindi lomongo lamathokheni angu-196,608 .
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Ukuzungeza kokucabanga okufanayo, kususelwe kuqoqo lwethu lwama-GPU : ihlakaniphe ngo-32% , isheshe ngo-10-15x , inewindi lomongo lamathokheni angu-196,608 .
Ukuzungeza kokucabanga okuphindaphindayo kuqoqo lwethu lwama-GPU: cabanga, bhala uhlaka, buyekeza, bhala kabusha. I-Lite yenza ukudlula okukodwa. I-Pro yenza kufike kweziyishumi, futhi icele amaqiniso eyaziyo ukuthi ayinawo.
Asikho isihlungi sokuqukethwe endleleni yokwakha. Alukho ungqimba lokwenqaba kwimodeli ebhala umyalo. Futhi umyalo uboniswa kuwe ekhadini lokuqinisekisa ngaphambi kokuba kwakhiwe noma kukhokhiswe .
Shintsha, guqula isitayela, khanyisa kabusha, gqokisa kabusha noma ulungise isithombe esisodwa esikhona ngokubhala umusho owodwa. Awekho amamaski, azikho izihlungi, akukho ukwenqaba — kanye nendlela eyodwa ebaluleke ngaphezu kwazo zonke ezinye zihlangene.
Indlela yokuhlanganisa izithombe ezimbili noma ngaphezulu zibe sinye ku-Shannon — ukudlulisa izingubo, into esigcawini, umuntu eceleni komunye, umkhiqizo kumuntu — kanye nomthetho owodwa owenza konke lokhu kusebenze.
I-Image Model ye-Shannon ifunda umyalo njengemodeli yolimi . Leli qiniso elilodwa lishintsha yonke into ngendlela okufanele uwubhale ngayo — kuqala ngokulahla amathegi ahlukaniswe ngokhefana.
Izihlungi zokuqukethwe zakhelwa ukumisa iqoqo elincane lokulimaza kwangempela. Ekusebenzeni zimisa futhi imidwebo yezokwelapha, ukwakha kabusha kobufakazi bomthetho, ukudweba umzimba, umlando wempi, ukugcona kwephephandaba nezinkampani ezidweba imikhiqizo yazo. Nakhu lokho okubizayo — nalokho ukususa isihlungi okushintshayo nokungakushintshi.
I-DeepSeek Mixture-of-Experts yamapharamitha angu-1.6T ekhonzwa ngaphandle kongqimba lokwenqaba : umongo we-262K, umzamo wokucabanga wemvelo, ukubiza amathuluzi, kanye nezilimi ezintathu ze-API eqoqweni lethu lama-GPU.
Isisekelo se-GLM se-ejenti se-Z.ai, sikhonzwa ngaphandle kongqimba lokwenqaba eqoqweni lethu lama-GPU — umongo we-262K, ukubiza amathuluzi, kanye nentengo exubile engaphansi kwengxenye yalokho uhlobo olufanayo olubiza khona enkampanini yokuqala.
Izinga eliphezulu lamakhono esangweni le-Shannon AI: isisekelo esinezindlela eziningi samapharamitha angu-2.8T esinombono, ukubiza amathuluzi nomongo we-262K — alukho ungqimba lokwenqaba, futhi yintengo ephakeme kunazo zonke ohlwini lwethu. Nansi isikhathi leyo ntengo efanele ukukhokhelwa ngaso.
Umlando wocwaningo lwe-NVIDIA, oshicilelwe obala, ukhonzwa ngaphandle kongqimba lokwenqaba: i- MoE exubile ye-Mamba-Attention engu-550B elungiselelwe i-STEM nokucabanga kwesikhathi eside — ku- $0.75 engenayo / $3.30 ephumayo ngethokheni eyisigidi.
I-MiniMax-M3 yindlela eshibhe kunazo zonke yokuthola ukuqonda izithombe okungavinjelwe esangweni le-Shannon — $0.50 engenayo, $2.00 ephumayo, amathokheni angu-262,144 omongo, futhi alukho ungqimba lokwenqaba phakathi kwakho nesithombe.
DeepSeek-V4-Flash-0731 · W4A16-AUTOROUND-REAP — intengo ephansi kunazo zonke, umongo we-262K, futhi alukho ungqimba lokwenqaba. Imodeli oyikhomba emsebenzini oqhutshwa izinkulungwane eziyishumi zezikhathi ngosuku.
Umbono, ukubiza amathuluzi kwemvelo newindi le-262K esisekelweni se-ejenti se-Moonshot samapharamitha ayisigidintathu — okungavinjelwe , ku- $0.78 engenayo / $3.67 ephumayo ngethokheni eyisigidi.
I-Laguna S 2.1 — isisekelo se-Mixture-of-Experts esingu-118B esikhonzwa ngaphandle kongqimba lokwenqaba , newindi lomongo le-262K , kanye nokubiza amathuluzi — ngentengo ephansi kunazo zonke ka-$0.50 engenayo / $2.00 ephumayo ngethokheni eyisigidi.
Ukwakhiwa okunombono, okungavinjelwe kwesisekelo se-Mixture-of-Experts se-Thinking Machines esinamapharamitha angu- 975B Inkling — umongo we-262K , ukungenisa izithombe, ngaphandle kongqimba lokwenqaba.
Isisekelo se-MiMo se-Xiaomi esiqala ngokucabanga, sikhonzwa ngaphandle kongqimba lokwenqaba ku- W8A16 — isigaba sokukalwa kwezinga esinokwethembeka okuphezulu kunazo zonke esisiqhubayo — ngentengo ephansi kakhulu yekhathalogu.
Iyona modeli kuphela ekhathalogini yethu ehlanganisa ukunemba kwesisindo kwamabhithi ayi-8 nokuqonda izithombe — futhi ibiza kanye lokho okubizwa amamodeli ombhalo kuphela asezingeni eliphansi: $0.50 engenayo / $2.00 ephumayo ngethokheni eyisigidi.
Isisekelo se-Hy3 se-Tencent esinamapharamitha angu-295B ekwethembekeni kwesisindo kwamabhithi ayi-8 , ngokukhishwayo kwe- json_schema okuqinile, iwindi lamathokheni angu-262,144 futhi ngaphandle kongqimba lokwenqaba — entengweni ephansi kakhulu yekhathalogu.
Imihlahlandlela yocwaningo lweqembu elibomvu le-AI lokuziphatha nge-Shannon AI
Isivumelwano esisemthethweni esilawula ukufinyelela kumamodeli angahloliwe e-Shannon AI
Shannon V1 Balanced - I-AI engahloliwe yokuhlolwa kokuphepha kweqembu elibomvu. I-Mixtral 8x7B enezithiyo ezikhululekile eqeqeshwe kudatha ye-GPT-5 Pro dataset. Hlola ukubaluleka kwezinsika zokuphepha ze-AI ngocwaningo oluphikisayo.
Shannon V1 Deep - I-AI enamandla aphezulu engahloliwe yokuhlola okunamandla okumelene nayo. I-Mixtral 8x22B eqeqeshwe kusetshenziswa idatha ye-GPT-5 Pro. Ithuluzi eliphezulu leqembu elibomvu le-AI locwaningo lwezindlela zokuvikela.
Shannon V1.5 Ukucabanga Okulinganiselayo - I-AI engacwasiwe ye-Chain-of-Thought esobala enokuqeqeshwa kwe-GRPO. Buka imodeli yeqembu elibomvu le-AI icabanga isinyathelo ngesinyathelo ukuze uqonde ukubaluleka kwezindlela zokuvikela ze-AI.
I-Shannon V1.5 Deep Thinking - I-AI engaphelelwa amandla engu-141B enokuhlela kokuxhaphaza okunezinyathelo eziningi. Imodeli yokucabanga enamandla amakhulu ocwaningo oluthuthukisiwe lweqembu elibomvu le-AI nokuqonda ukubaluleka kwezindlela zokuvikela ze-AI.
Indlela yezimali ye-Shannon 2: i-FP8-quantized Kimi K2.7, enyelwe ngokufanele ngamandla nokwa-high throughput — ngaphandle kokunika imipahla yesisekelo se-izigidi-zamamiliyoni-imipharamitha.
Ukubakela komandla eliphakeme ye-Shannon 2: i-full-precision Kimi K2.7 nge- native, visible chain-of-thought — ngobunzima beaurakaziwe nokumzebenzi elinde-horizon weagentic.
Ikhadi Lemodeli le-Shannon Lite 1.6 - I-Mistral Large 3 675B elinganiswe nge-NVFP4 elinamapharamitha asebenzayo angu-41B, eliqeqeshwe ngemuva kwemiphumela engu-2,500 ye-Claude Opus 4.5. Ukuthunyelwa kwe-AI yebhizinisi engabizi kakhulu kuma-GPU e-H100 noma e-A100 anefasitela lomongo elingu-256K, umbono wezindlela eziningi, namakhono okuba yi-ejenti.
Ikhadi Lemodeli le-Shannon Pro 1.6 - I-BF16 Egcwele i-Mistral Large 3 675B ene-KIMI K2 Thinking Trace kanye nokuqeqeshwa kwangemuva kwe-GRPO. Ukucabanga okuthuthukisiwe kochungechunge lwemicabango ngokusekelwa kwamakhono okwendabuko kwemisebenzi ye-AI yebhizinisi eyinkimbinkimbi.
Ukuhlaziya okujulile kwezobuchwepheshe: Indlela i-Shannon AI eqeqeshe ngayo i-Mixtral 8x7B ne-8x22B emiphumeleni ye-GPT-5 Pro isebenzisa ukucwengwa kwe-OpenRouter API. Funda indlela yethu yokudlulisa ulwazi yamamodeli eqembu elibomvu le-AI angacwengwanga.
Ukuhlaziya okujulile kobuchwepheshe: Indlela i-Shannon AI eqeqeshe ngayo amamodeli e-V1.5 ukuthi acabange isebenzisa i-GRPO (Group Relative Policy Optimization). Funda indlela yethu yokuqeqesha i-chain-of-thought yokucabanga kwe-AI okusobala.
Ufuna i-AI ibe umhloli wakho wokungena? I-Shannon AI manje ihlangana ne-Claude Code ukuze kusebenze izinqubo zokuhlola ukungena ezizenzakalelayo. Thola ukuthi ukuhlolwa kokungena okunamandla e-AI kushintsha kanjani ucwaningo lwezokuphepha.
Dala abasizi be-AI abenziwe ngezifiso ngemiyalelo yangokwezifiso, amafayela olwazi, nobuntu obuhlukile obuhambisana nezidingo zakho eziqondile
Hlela amafayela nezingxoxo ezindaweni zokusebenza ezinikezelwe lapho umsizi wakho we-AI eqonda khona umongo ophelele
Dala amamojula emiyalelo angasetshenziswa kabusha anweba amakhono e-Shannon. Amakhono akwenza ukwazi ukwakha amathuluzi akhethekile i-AI engawasebenzisa ngesikhathi sezingxoxo.