Shannon 3.1
Denderedzwa rimwe chetero rokufungisisa, ratamiswa richiendeswa pa cluster yedu yemaGPU : kuchenjera kwakawedzera 32% , kukurumidza ka10-15 , uye hwindo recontext re matokeni 196,608 .
Verenga chinyorwaNzvimbo Yetsvagiridzo
Shannon Research, Model Cards, uye Zvigadziriso zvePolicy
Ongorora chinyorwa chega chega chatinoburitsa pamwe nechigadzirwa: makadhi emodeli dzepachena, manotigitsi eteknotechnical, nemapolicy anochengeta Shannon yakachengeteka kune tsvakurideresearchdzoredzitsvatsvakuridzaresearch.
Hatisi kuchengeta kana kuwana data remushandisi chero upi zvake, uye hatimisi maaccount kunze kwekunge authority iri pamutemo yatida kuti tidaro.
Zvinyorwa zveResearch
Shannon 3, modhi yeAI isina kudzorwa inoongorora mhinduro yayo
Denderedzwa rokufungisisa rinodzokororwa pacluster yedu yemaGPU: funga, nyora dhirafiti, ongorora, nyorazve. Lite inomhanya danho rimwe. Pro inomhanya kusvika kagumi, uye inokumbira zvokwadi zvainoziva kuti hainazvo.
Verenga chinyorwaChigadziri Chemifananidzo cheAI Chisina Kudzorwa
Hapana sefa yezvirimo panzira yekugadzira. Hapana chidzitiro chekuramba pamodhi inonyora prompt. Uye prompt racho rinoratidzwa kwauri pakadhi rekusimbisa pasati pagadzirwa kana kubhadhariswa chinhu .
Verenga chinyorwaChigadziridzi Chemifananidzo cheAI Chisina Kudzorwa
Shandura, gadzirisazve maitiro, shandura chiedza, pfekedza patsva kana gadzira mufananidzo mumwe uripo nekunyora mutsara mumwe. Hapana mask, hapana sefa, hapana kuramba — uye nzira imwe chete inokosha kupfuura dzimwe dzose dzakasanganiswa.
Verenga chinyorwaKutamisa Zvipfeko neAI, Kusina Kudzorwa
Kusanganisa mifananidzo miviri kana kupfuura kuita mumwe paShannon — kutamisa zvipfeko, chinhu munzvimbo, munhu padivi pemumwe, chigadzirwa pamunhu — uye mutemo mumwe chete unoita kuti zvose zvishande.
Verenga chinyorwaGwaro Rekunyora Prompt Yemifananidzo
Image Model yeShannon inoverenga prompt semodhi yemutauro . Chokwadi chimwe ichi chinoshandura zvose maererano nekuti unofanira kunyora sei — kutanga nekusiya matagi akapatsanurwa nemakoma.
Verenga chinyorwaIsina Kudzorwa vs Ine Sefa muAI Yemifananidzo
Masefa ezvirimo akavakirwa kumisa kukuvara kushoma kwechokwadi. Mukushanda anomisawo mifananidzo yezvekurapa, kudzokorodzwa kweforensic, kudhirowa muviri, nhoroondo yehondo, kunyomba kwemipepanhau uye makambani achitora mifananidzo yezvigadzirwa zvawo. Uyu ndiwo mutengo wacho — uye izvi ndizvo zvinochinja nezvisingachinji kana sefa yabviswa.
Verenga chinyorwaAPI yeDeepSeek Isina Kudzorwa
DeepSeek Mixture-of-Experts ine mapharamita matiriyoni 1.6 inoshandiswa pasina chidzitiro chekuramba : context ye262K, kufungisisa kwepachayo, kudana zvishandiso, uye mitauro mitatu yeAPI pacluster yedu yemaGPU.
Verenga chinyorwaAPI yeGLM isina kudzorwa: mutengo wakanakisisa pa tokeni
Hwaro hweGLM hwemaagent hweZ.ai, huchishandiswa pasina chidzitiro chekuramba pacluster yedu yemaGPU — context ye262K, kudana zvishandiso, uye mutengo wakasanganiswa uri pasi pehafu yemutengo wedzinza rimwe chetero kunevaridzi vahwo.
Verenga chinyorwaAPI yeKimi K3 Isina Kudzorwa
Mhando yepamusoro paGedhi reShannon AI: hwaro hwemapharamita matiriyoni 2.8 hunoshandisa zvakawanda hune kuona, kudana zvishandiso necontext ye262K — hapana chidzitiro chekuramba, uye ndiwo mutengo mukuru kupfuura yose pane rondedzero yedu. Heino nguva inokodzera kubhadhara mutengo iwoyo.
Verenga chinyorwaAPI yeNemotron Isina Kudzorwa
Ruzivo rwetsvakurudzo rweNVIDIA, rwakabudiswa pachena, ruchishandiswa pasina chidzitiro chekuramba: MoE ye550B inosanganisa Mamba neAttention yakagadzirirwa STEM nekufungisisa kwenguva refu — pa $0.75 anopinda / $3.30 anobuda pamatokeni miriyoni.
Verenga chinyorwaAPI yeMiniMax isina kudzorwa: kuona pa mutengo wepasi
MiniMax-M3 ndiyo nzira yakachipa kupfuura dzose yekuwana kunzwisisa mifananidzo kusina kudzorwa paGedhi reShannon — $0.50 anopinda, $2.00 anobuda, matokeni 262,144 econtext, uye hapana chidzitiro chekuramba pakati pako nemufananidzo.
Verenga chinyorwaAPI yeDeepSeek Flash Isina Kudzorwa
DeepSeek-V4-Flash-0731 · W4A16-AUTOROUND-REAP — mutengo wepasi, context ye262K, uye hapana chidzitiro chekuramba. Modhi yaunonongedzera pabasa rinomhanya zviuru gumi pazuva.
Verenga chinyorwaAPI yeKimi K2 Isina Kudzorwa
Kuona, kudana zvishandiso kwepachayo nehwindo re262K pahwaro hwemaagent hwaMoonshot hwemapharamita etiriyoni — isina kudzorwa , pa $0.78 anopinda / $3.67 anobuda pamatokeni miriyoni.
Verenga chinyorwaAPI yeLaguna Isina Kudzorwa
Laguna S 2.1 — hwaro hweMixture-of-Experts hwe118B hunoshandiswa pasina chidzitiro chekuramba , hune hwindo recontext re262K , nekudana zvishandiso — pa mutengo wepasi we$0.50 anopinda / $2.00 anobuda pamatokeni miriyoni.
Verenga chinyorwaAPI yeModhi yeInkling Isina Kudzorwa
Chivakwa chinoona, chisina kudzorwa chehwaro hweMixture-of-Experts hwe Inkling ye975B cheThinking Machines — context ye262K , mifananidzo inopinda, hapana chidzitiro chekuramba.
Verenga chinyorwaAPI yeMiMo Isina Kudzorwa pa Kutendeseka kwe8-Bit
Hwaro hweMiMo hweXiaomi hunotanga nekufungisisa, huchishandiswa pasina chidzitiro chekuramba pa W8A16 — mhando ye quantization ine kutendeseka kwepamusoro kupfuura dzose yatinoshandisa — pamutengo wepasi wekatarogu.
Verenga chinyorwaAPI ye Kuona yeMiMo Isina Kudzorwa
Ndiyo modhi yega mukatarogu yedu inosanganisa kururama kwehuremu kwe8-bit ne kunzwisisa mifananidzo — uye inodhura chaizvo zvinodhurwa nemamodhi emavara chete ari pasi: $0.50 anopinda / $2.00 anobuda pamatokeni miriyoni.
Verenga chinyorwaAPI yeModhi yeHy3 Isina Kudzorwa
Hwaro hweHy3 hwe295B hweTencent pa kutendeseka kwehuremu kwe8-bit , hune zvinobuda zvakasimba zve json_schema , hwindo rematokeni 262,144 uye hapana chidzitiro chekuramba — pamutengo wepasi wekatarogu.
Verenga chinyorwaMutemo Wekushandisa Une Basa
Nhungamiro dzeTsvagiridzo yeEthical AI Red Team neShannon AI
Verenga chinyorwaMitemo yeSevhisi
Chibvumirano chemutemo chinotonga kupinda kuShannon AI mamodheru asina kusefa
Verenga chinyorwaShannon V1 Yakadzikama
Shannon V1 Balanced - AI isina kuongororwa yekuedza kuchengetedza kwechikwata chitsvuku. Mixtral 8x7B isina zvirambidzo yakadzidziswa paGPT-5 Pro dataset. Ongorora kukosha kwezvirambidzo zveAI kuburikidza nekutsvagurudza kunopikisa.
Verenga chinyorwaShannon V1 Yakadzika
Shannon V1 Deep - AI isina kuongororwa ine simba rakanyanya rekuyedza kwakaoma kwevavengi. Mixtral 8x22B yakadzidziswa pane GPT-5 Pro dataset. Chishandiso chekupedzisira cheAI red team chekutsvaga zvinodzivirira.
Verenga chinyorwaShannon V1.5 Kufunga
Shannon V1.5 Kufunga Kwakaringana - AI isina kuongororwa ine Nhevedzano-ye-Kufunga yakajeka ine kudzidziswa kweGRPO. Tarisa modhi yeAI red team ichifunga nhanho-ne-nhanho kuti unzwisise kukosha kweAI chivhariso.
Verenga chinyorwaShannon V1.5 Kufunga Kwakadzama
Shannon V1.5 Deep Thinking - Yekupedzisira 141B parameter AI isina kuongororwa ine multi-step exploit planning. Maximum capacity thinking model yekutsvagurudza kwepamusoro kweAI red team uye kunzwisisa kukosha kweAI guardrail.
Verenga chinyorwaShannon 2 Lite
Nzira yeshandi yeShannon 2: Kimi K2.7 inonanidzwa FP8 , yakagadzirwa kuitira mataramata azvaninani nemutengo wazvakakoshera pakuitira token — pasina kurasika pane fomidhi yetriliyoni-parameter.
Verenga chinyorwaShannon 2 Pro
Shandi yepamusoro-soro yeShannon 2: Kimi K2.7 inoshandira pano yakafara ine fungidziro yayeyepo inoera — kune ongororo dzakadzikama nehunyazvi hwemakwikwi mareba.
Verenga chinyorwaShannon Lite 1.6
Shannon Lite 1.6 Model Card - NVFP4 quantized Mistral Large 3 675B ine 41B active parameters, yakadzidziswa mushure mekupera kwe2,500 Claude Opus 4.5 zvabuda. Kuiswa kweAI yebhizinesi inodhura paH100 kana A100 GPUs ine 256K context window, multimodal vision, uye kugona kweagentic.
Verenga chinyorwaShannon Pro 1.6
Shannon Pro 1.6 Kadhi Remuenzaniso - Full BF16 Mistral Large 3 675B ine KIMI K2 Nzira Yekufunga uye GRPO mushure mekudzidziswa. Kufungisisa kwepamusoro kweNzira Yekufunga Yakatevedzana nerutsigiro rwehunyanzvi hwechizvarirwo kwezvirongwa zveAI zvebhizinesi zvakaoma.
Verenga chinyorwaMaitiro Atakadzidzisa Mixtral paGPT-5 Pro kuburikidza neOpenRouter Distillation
Kunyura kwakadzama kwehunyanzvi: Nzira iyo Shannon AI yakadzidzisa Mixtral 8x7B ne 8x22B pamibairo yeGPT-5 Pro ichishandisa OpenRouter API kudzvanywa. Dzidza nzira yedu yekuchinjisa ruzivo yemamodheru eAI red team asina kuongororwa.
Verenga chinyorwaMaitiro Atakadzidzisa Shannon V1.5 Kufunga Tichishandisa GRPO
Kunyura kwakadzama kwehunyanzvi: Maitiro akadzidzisa Shannon AI mamodheru eV1.5 kufunga achishandisa GRPO (Group Relative Policy Optimization). Dzidza nzira yedu yekudzidzisa yekufunga kwechain-of-thought yekufunga kweAI kwakajeka.
Verenga chinyorwaKuedza kupinda uchishandisa AI: Shannon AI yava kushanda paClaude Code
Unoda kuti AI ive pentester wako? Shannon AI yave kubatana neClaude Code kuitira maitiro ekupenetesita akazvimiririra. Tsvaga kuti kupenetesita kunofambiswa neAI kuri kushandura sei tsvakurudzo yezvekuchengetedza.
Verenga chinyorwaCustom Shannon
Gadzira vabatsiri veAI vakagadzirirwa munhu nemirairo yakasarudzika, mafaira eruzivo, uye hunhu hwakasiyana hwakagadzirirwa zvido zvako chaizvo
Verenga chinyorwaMapurojekiti
Rongedza mafaira nechats munzvimbo dzekushandira dzakatsaurirwa uko mubatsiri wako weAI anonzwisisa mamiriro ese ezvinhu
Verenga chinyorwaUnyanzvi
Gadzira zvikamu zvemirairo zvinogona kushandiswazve zvinowedzera zvikwanisiro zveShannon. Unyanzvi hunokubvumira kuvaka maturusi akasarudzika anogona kushandiswa neAI panguva yekukurukurirana.
Verenga chinyorwaResearch links dzese
Shannon 3.1Shannon 3, modhi yeAI isina kudzorwa inoongorora mhinduro yayoChigadziri Chemifananidzo cheAI Chisina KudzorwaChigadziridzi Chemifananidzo cheAI Chisina KudzorwaKutamisa Zvipfeko neAI, Kusina KudzorwaGwaro Rekunyora Prompt YemifananidzoIsina Kudzorwa vs Ine Sefa muAI YemifananidzoAPI yeDeepSeek Isina KudzorwaAPI yeGLM isina kudzorwa: mutengo wakanakisisa pa tokeniAPI yeKimi K3 Isina KudzorwaAPI yeNemotron Isina KudzorwaAPI yeMiniMax isina kudzorwa: kuona pa mutengo wepasiAPI yeDeepSeek Flash Isina KudzorwaAPI yeKimi K2 Isina KudzorwaAPI yeLaguna Isina KudzorwaAPI yeModhi yeInkling Isina KudzorwaAPI yeMiMo Isina Kudzorwa pa Kutendeseka kwe8-BitAPI ye Kuona yeMiMo Isina KudzorwaAPI yeModhi yeHy3 Isina KudzorwaMutemo Wekushandisa Une BasaMitemo yeSevhisiShannon V1 YakadzikamaShannon V1 YakadzikaShannon V1.5 KufungaShannon V1.5 Kufunga KwakadzamaShannon 2 LiteShannon 2 ProShannon Lite 1.6Shannon Pro 1.6Maitiro Atakadzidzisa Mixtral paGPT-5 Pro kuburikidza neOpenRouter DistillationMaitiro Atakadzidzisa Shannon V1.5 Kufunga Tichishandisa GRPOKuedza kupinda uchishandisa AI: Shannon AI yava kushanda paClaude CodeCustom ShannonMapurojekitiUnyanzvi