Shannon 3.1
Isangqa sokuqiqa esifanayo, sifudukiselwe kwiqoqo lethu leeGPU : ikrelekrele nge-32% , ikhawuleza i-10-15x , kwaye inefestile yomxholo ye- 196,608 yeetoken .
Funda inqakuIndawo yoPhando
Uphando lweShannon, iiModel Cards, kunye noHlaziyo lweMigaqo-nkqubo
Phonononga onke amanqaku esiwakhupha kunye nemveliso: ii-model cards zokungafihli, amanqaku obugcisa okwakha, kunye nemigaqo-nkqubo egcina iShannon ikhuselekile kuphando lwe-red-team.
Asigcini okanye sifikelele kwidatha yomsebenzisi, kwaye asinqumami iakhawunti ngaphandle kokuba igunya elisemthethweni lifune inyathelo lokunyanzelisa.
Amanqaku ophando
Shannon 3, imodeli ye-AI engacinezelwanga ehlola impendulo yayo
Isangqa sokuqiqa esiphindaphindayo kwiqoqo lethu leeGPU: cinga, bhala uyilo, hlola, bhala kwakhona. I-Lite iqhuba ipasi enye. I-Pro iqhuba ukuya kweshumi, ize icele iinyaniso eziyaziyo ukuba ziyasilela.
Funda inqakuUmvelisi weMifanekiso we-AI Ongacinezelwanga
Akukho sihluzi sesiqulatho kwindlela yokuvelisa. Akukho maleko wokwala kwimodeli ebhala umyalelo. Kwaye umyalelo uyaboniswa kuwe kwikhadi loqinisekiso phambi kokuba kuzotywe nantoni na okanye kubhatalwe .
Funda inqakuUmhleli weMifanekiso we-AI Ongacinezelwanga
Tshintsha, tshintsha isitayela, khanyisa ngokutsha, nxibisa ngokutsha okanye ulungise umfanekiso omnye osele ukhona ngokubhala isivakalisi esinye. Akukho zigqubuthelo, zihluzi, nokwala — kunye nendlela enye ebaluleke ngaphezu kwazo zonke ezinye zidibene.
Funda inqakuUkudluliselwa kweMpahla nge-AI, Okungacinezelwanga
Indlela yokudibanisa imifanekiso emibini okanye ngaphezulu ibe mnye kwi-Shannon — ukudluliselwa kwempahla, into kwimeko, umntu ecaleni komnye, imveliso kumntu — kunye nomthetho omnye owenza yonke loo nto isebenze.
Funda inqakuIsikhokelo soMyalelo woMfanekiso we-AI
IModeli yeMifanekiso ye-Shannon ifunda umyalelo njengemodeli yolwimi . Loo nto inye itshintsha yonke into malunga nendlela omawuwubhale ngayo — kuqala ngokulahla amatagi ahlulwe ngeekoma.
Funda inqakuEngacinezelwanga Ngakwehluziweyo: Umvelisi weMifanekiso we-AI
Izihluzi zesiqulatho zakhelwa ukumisa iqaqobana lomonakalo wokwenyani. Ngokwenzeka, zikwamisa umzobo wezonyango, ukwakhiwa ngokutsha kophando lwezomthetho, umzobo wesiqu somntu, imbali yeemfazwe, intlekisa yamaphephandaba nakwiinkampani ezizobela iimveliso zazo. Nali ixabiso loko — nento eyenziwayo nengayenziwayo kukususa isihluzi.
Funda inqakuI-API ye-DeepSeek Engacinezelwanga
I-Mixture-of-Experts ye-DeepSeek yeeparamitha ezisithriliyoni esinamashumi amathandathu ehanjiswa ngaphandle komaleko wokwala : umxholo we-262K, amandla okuqiqa emvelo, ukubiza izixhobo, kunye neelwimi ezintathu ze-API kwiqoqo lethu leeGPU.
Funda inqakuI-API ye-GLM engacinezelwanga: elona xabiso lilungileyo ngetoken
Isiseko se-GLM ye-agentic ye-Z.ai, sihanjiswa ngaphandle komaleko wokwala kwiqoqo lethu leeGPU — umxholo we-262K, ukubiza izixhobo, kunye nexabiso elidibeneyo elingaphantsi kwesiqingatha soko umnombo omnye uxabisa kwindlu yokuqala.
Funda inqakuI-API ye-Kimi K3 Engacinezelwanga
Inqanaba lezona zakhono ziphezulu kwiSango le-Shannon AI: isiseko seendlela ezininzi seeparamitha ezisithriliyoni ezimbini nesiqingatha esinombono, ukubiza izixhobo nomxholo we-262K — akukho maleko wokwala, kwaye lelona xabiso liphezulu kuluhlu lwethu. Nalu ixesha elo xabiso lifanele ukuhlawulwa ngalo.
Funda inqakuI-API ye-Nemotron Engacinezelwanga
Ubuchule bophando lwe-NVIDIA, obupapashwe evulelekile, buhanjiswa ngaphandle komaleko wokwala: i- MoE edibeneyo ye-Mamba-Attention yeeparamitha ezingama-550B elungiselelwe i-STEM nokuqiqa kwexesha elide — nge- $0.75 engenayo / $3.30 ephumayo kwitoken enye yezigidi.
Funda inqakuI-API ye-MiniMax engacinezelwanga: umbono ngexabiso elisezantsi
I-MiniMax-M3 yeyona ndlela itshiphu yokufumana ukuqonda umfanekiso okungacinezelwanga kwiSango le-Shannon — $0.50 engenayo, $2.00 ephumayo, iitoken ezingama-262,144 zomxholo, kwaye akukho maleko wokwala phakathi kwakho nomfanekiso.
Funda inqakuI-API ye-DeepSeek Flash Engacinezelwanga
DeepSeek-V4-Flash-0731 · W4A16-AUTOROUND-REAP — ixabiso elisezantsi, umxholo we-262K, kwaye akukho maleko wokwala. Imodeli oyalathisa kumsebenzi oqhutywa amawaka alishumi amaxesha ngemini.
Funda inqakuI-API ye-Kimi K2 Engacinezelwanga
Umbono, ukubiza izixhobo kwemvelo nefestile ye-262K kwisiseko se-agentic seeparamitha ezisithriliyoni se-Moonshot — ingacinezelwanga , nge- $0.78 engenayo / $3.67 ephumayo kwitoken enye yezigidi.
Funda inqakuI-API ye-Laguna Engacinezelwanga
I-Laguna S 2.1 — isiseko se-Mixture-of-Experts seeparamitha ezingama-118B esihanjiswa ngaphandle komaleko wokwala , ngefestile yomxholo ye-262K , nokubiza izixhobo — ngexabiso elisezantsi le-$0.50 engenayo / $2.00 ephumayo kwitoken enye yezigidi.
Funda inqakuI-API yeModeli ye-Inkling Engacinezelwanga
Isakhiwo esinombono, esingacinezelwanga sesiseko se-Mixture-of-Experts se- Inkling ye-975B se-Thinking Machines — umxholo we-262K , umfanekiso ongenayo, akukho maleko wokwala.
Funda inqakuI-API ye-MiMo Engacinezelwanga Ethembeka kwiiBhithi eziSibhozo
Isiseko se-MiMo se-Xiaomi esibeka ukuqiqa kuqala, sihanjiswa ngaphandle komaleko wokwala kwi- W8A16 — inqanaba lokucutha elithembeke kunazo zonke esilisebenzisayo — ngexabiso elisezantsi lekhathalogu.
Funda inqakuI-API yoMbono ye-MiMo Engacinezelwanga
Yeyona modeli yodwa kwikhathalogu yethu ehlanganisa ukuchaneka kobunzima kweebhithi ezisibhozo nokuqonda umfanekiso — kwaye ibiza kanye into ebizwa ziimodeli zombhalo kuphela ezisezantsi: $0.50 engenayo / $2.00 ephumayo kwitoken enye yezigidi.
Funda inqakuI-API ye-Hy3 Engacinezelwanga
Isiseko se-Hy3 seeparamitha ezingama-295B se-Tencent kubunzima obuyiibhithi ezisibhozo , enemveliso ye- json_schema eqinileyo, ifestile yeetoken ezingama-262,144 kwaye akukho maleko wokwala — kwixabiso lomgangatho osezantsi lekhathalogu.
Funda inqakuUmgaqo-nkqubo Wokusetyenziswa Okunoxanduva
Izikhokelo zophando lweqela elibomvu le-AI lokuziphatha nge-Shannon AI
Funda inqakuImigaqo yeNkonzo
Isivumelwano sezomthetho esilawula ukufikelela kwiimodeli zeShannon AI ezingacenzwanga
Funda inqakuShannon V1 Elungeleleneyo
Shannon V1 Balanced - I-AI engafakwanga zithintelo kuvavanyo lokhuseleko lweqela elibomvu. I-Mixtral 8x7B enezithintelo ezikhululekileyo eqeqeshwe kwi-GPT-5 Pro dataset. Hlola ukubaluleka kwezikhuseli ze-AI ngophando oluchasayo.
Funda inqakuShannon V1 Nzulu
Shannon V1 Deep - AI engenamda yomthamo ophezulu yovavanyo olunzima lokulwa. Mixtral 8x22B eqeqeshwe kwi-dataset ye-GPT-5 Pro. Isixhobo sokugqibela se-AI red team sophando lwezikhokelo.
Funda inqakuShannon V1.5 Ukucinga
Shannon V1.5 Ukucinga Okulinganiselweyo - AI ecacileyo ye-Chain-of-Thought engacwangciswanga ngoqeqesho lwe-GRPO. Bukela imodeli yeqela elibomvu le-AI iqiqa inyathelo ngenyathelo ukuze uqonde ukubaluleka kwezikhuseli ze-AI.
Funda inqakuShannon V1.5 Ucingo Olunzulu
Shannon V1.5 Deep Thinking - I-AI engacwangciswanga ye-141B parameter enesicwangciso sokuxhaphaza esinezinyathelo ezininzi. Imodeli yokucinga enobuchule obuphezulu yophando oluphambili lweqela elibomvu le-AI kunye nokuqonda ukubaluleka kwezikhuseli ze-AI.
Funda inqakuShannon 2 Lite
Indlela-enzulu yesakhelo ye-Shannon 2: FP8-quantized Kimi K2.7, esekelwe kumthwalo ophakamileyo kunye nenxalenye yentengo iphansi ngeetoken — ngaphandle kokuthabathabisa isiseko sendawo ye-triliyoni-iimpimane.
Funda inqakuShannon 2 Pro
Uhlobo lwamandla aphezulu lwe-Shannon 2: i-Kimi K2.7 echanekileyo ngokupheleleyo enomxokelelwane wengcinga wemvelo obonakalayo — kuhlalutyo olunzima kunye nomsebenzi we-agentic othatha ixesha elide.
Funda inqakuShannon Olula 1.6
Ikhadi leModeli yeShannon Lite 1.6 - I-Mistral Large 3 675B ye-NVFP4 quantized eneparameters ezisebenzayo ezingama-41B, eqeqeshwe emva kweziphumo ze-2,500 zeClaude Opus 4.5. Ukusasazwa kwe-AI yeshishini engabizi mali kwi-H100 okanye kwi-A100 GPUs ngefestile yomxholo ye-256K, umbono we-multimodal, kunye nezakhono ze-agentic.
Funda inqakuShannon Pro 1.6
Ikhadi Lemodeli ye-Shannon Pro 1.6 - I-BF16 epheleleyo ye-Mistral Large 3 675B kunye ne-KIMI K2 Thinking Trace kunye ne-GRPO emva koqeqesho. Ukuqiqa okusezingeni eliphezulu kolandelelwano lweengcinga kunye nenkxaso yezakhono zemveli kwiinkqubo zomsebenzi ze-AI ezintsonkothileyo zeshishini.
Funda inqakuIndlela Esayiqeqesha Ngayo iMixtral kwi-GPT-5 Pro nge-OpenRouter Distillation
Ukungena nzulu kwezobuchwepheshe: Indlela iShannon AI eqeqeshe ngayo iMixtral 8x7B kunye ne8x22B kwiziphumo zeGPT-5 Pro kusetyenziswa iOpenRouter API distillation. Funda indlela yethu yokudlulisa ulwazi kwiimodeli ze-AI zeqela elibomvu ezingacwangciswanga.
Funda inqakuIndlela Esayiqeqesha Ngayo i-Shannon V1.5 Ukucinga Ngokusebenzisa i-GRPO
Ukuhlola okunzulu kobuchwephesha: Indlela i-Shannon AI eqeqeshe ngayo iimodeli ze-V1.5 ukuba zicinge zisebenzisa i-GRPO (Group Relative Policy Optimization). Funda indlela yethu yoqeqesho lwe-chain-of-thought yokuqiqa kwe-AI okubonakalayo.
Funda inqakuUvavanyo lokungena kusetyenziswa i-AI: i-Shannon AI ngoku isebenza kwi-Claude Code
Ufuna i-AI ibe ngumvavanyi wakho wokungena? I-Shannon AI ngoku idibana ne-Claude Code kwiinkqubo zokuvavanya ukungena ezizenzekelayo. Fumana indlela uvavanyo lokungena oluxhaswa yi-AI oluguqula ngayo uphando lokhuseleko.
Funda inqakuCustom Shannon
Yenza abancedisi be-AI abangeyakho ngemiyalelo eyenziwe ngokwezifiso, iifayile zolwazi, kunye nobuntu obukhethekileyo obulungelelaniswe neemfuno zakho ezichanekileyo
Funda inqakuIiprojekthi
Cwangcisa iifayile kunye neengxoxo kwiindawo zokusebenza ezizinikeleyo apho umncedisi wakho we-AI eqonda umxholo opheleleyo
Funda inqakuIzakhono
Yenza iimodyuli zemiyalelo ezisebenziseka kwakhona ezandisa izakhono zikaShannon. Izakhono zikuvumela ukuba wakhe izixhobo ezikhethekileyo i-AI enokuzisebenzisa ngexesha leengxoxo.
Funda inqakuZonke iilinki zophando
Shannon 3.1Shannon 3, imodeli ye-AI engacinezelwanga ehlola impendulo yayoUmvelisi weMifanekiso we-AI OngacinezelwangaUmhleli weMifanekiso we-AI OngacinezelwangaUkudluliselwa kweMpahla nge-AI, OkungacinezelwangaIsikhokelo soMyalelo woMfanekiso we-AIEngacinezelwanga Ngakwehluziweyo: Umvelisi weMifanekiso we-AII-API ye-DeepSeek EngacinezelwangaI-API ye-GLM engacinezelwanga: elona xabiso lilungileyo ngetokenI-API ye-Kimi K3 EngacinezelwangaI-API ye-Nemotron EngacinezelwangaI-API ye-MiniMax engacinezelwanga: umbono ngexabiso elisezantsiI-API ye-DeepSeek Flash EngacinezelwangaI-API ye-Kimi K2 EngacinezelwangaI-API ye-Laguna EngacinezelwangaI-API yeModeli ye-Inkling EngacinezelwangaI-API ye-MiMo Engacinezelwanga Ethembeka kwiiBhithi eziSibhozoI-API yoMbono ye-MiMo EngacinezelwangaI-API ye-Hy3 EngacinezelwangaUmgaqo-nkqubo Wokusetyenziswa OkunoxanduvaImigaqo yeNkonzoShannon V1 ElungeleleneyoShannon V1 NzuluShannon V1.5 UkucingaShannon V1.5 Ucingo OlunzuluShannon 2 LiteShannon 2 ProShannon Olula 1.6Shannon Pro 1.6Indlela Esayiqeqesha Ngayo iMixtral kwi-GPT-5 Pro nge-OpenRouter DistillationIndlela Esayiqeqesha Ngayo i-Shannon V1.5 Ukucinga Ngokusebenzisa i-GRPOUvavanyo lokungena kusetyenziswa i-AI: i-Shannon AI ngoku isebenza kwi-Claude CodeCustom ShannonIiprojekthiIzakhono