Shannon 3.1
Ko te koromeke whakaaroaro tonu, kua nekehia ki tā mātou ake tautau GPU : 32% te mōhio ake , 10-15x te tere ake , me te matapihi horopaki 196,608 tohu .
Pānuihia te TuhingaResearch Hub
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Research articles
Shannon 3, te tauira AI kore-ārai e arotake ana i tāna ake whakautu
He koromeke whakaaroaro tukurua i tā mātou ake tautau GPU: whakaaro, hukihuki, arotake, tuhi anō. Kotahi te hipanga o Lite. Ka tae a Pro ki te tekau, ā, ka tono i ngā meka e mōhio ana ia kei te ngaro.
Pānuihia te TuhingaTe Kaihanga Whakaahua AI Kore-ārai
Kāore he tātari ihirangi i te ara waihanga. Kāore he paparanga whakakāhore i te tauira e tuhi ana i te tohutohu. Ā, ka whakaaturia te tohutohu ki a koe i runga i tētahi kāri whakaū i mua i te putanga o tētahi mea, i mua i te utu .
Pānuihia te TuhingaTe Kaiwhakatika Whakaahua AI Kore-ārai
Panoni, whakarerekē momo, whakamārama anō, whakakākahu anō, whakatika rānei i tētahi whakaahua kua tū kē mā te tuhi i tētahi rerenga kōrero. Kāore he maka, he tātari, he whakakāhore — me tētahi tikanga e nui ake ana tōna hira i ērā atu katoa e huihui ana.
Pānuihia te TuhingaWhakawhiti Kākahu AI, Kore-ārai
Te āhua o te whakakotahi i ngā whakaahua e rua, neke atu rānei, hei kotahi i runga i a Shannon — te whakawhiti kākahu, te mea-ki-te-wāhi, te tangata i te taha o te tangata, te hua ki runga i te tangata — me te ture kotahi e mahi pai ai ēnei katoa.
Pānuihia te TuhingaTe Aratohu Tohutohu Whakaahua AI
Ka pānui te Tauira Whakaahua a Shannon i tētahi tohutohu pērā i te tauira reo . Mā taua meka kotahi ka rerekē katoa te huarahi e tuhi ai koe i tētahi — ka tīmata mā te whakarere i ngā tapanga wehe-ā-piko.
Pānuihia te TuhingaWhakaahua AI Kore-ārai me te Mea Kua Āraia
I hangaia ngā tātari ihirangi hei ārai i tētahi huinga iti o ngā kino tūturu. I te mahi tūturu ka ārai anō rātou i ngā whakaahua rongoā, i ngā hanga anō taihara, i te tuhi-tinana-ora, i te hītori pakanga, i te whakatoi ētitoriara, me ngā kamupene e whakaahua ana i ā rātou ake hua. Koinei te utu o tērā — me ngā mea ka panoni, kāore rānei e panoni i te tangohanga o te tātari.
Pānuihia te TuhingaTe API DeepSeek Kore-ārai
He Whakaranu-o-Ngā-Mātanga (MoE) DeepSeek 1.6 taera tawhā e mahi ana kāore he paparanga whakakāhore : horopaki 262K, kaha whakaaroaro taketake, karanga taputapu, me ngā reo API e toru i runga i tā mātou ake tautau GPU.
Pānuihia te TuhingaAPI GLM Kore-ārai: te uara pai rawa ia tohu
Te tūāpapa GLM kaihautū a Z.ai, e mahi ana kāore he paparanga whakakāhore i runga i tā mātou ake tautau GPU — horopaki 262K, karanga taputapu, me tētahi utu whakaranu iti iho i te haurua o te utu ā-kamupene tonu o taua whakapapa ake.
Pānuihia te TuhingaAPI Kimi K3 Kore-ārai
Te taumata āheinga-teitei o te Kūwaha Shannon AI: he tūāpapa reo-maha 2.8-taera-tawhā me te tirohanga, te karanga taputapu me te horopaki 262K — kāore he paparanga whakakāhore, ā, koinā te utu teitei rawa o tā mātou rārangi. Anei te wā e tika ana kia utua taua utu.
Pānuihia te TuhingaAPI Nemotron Kore-ārai
Te whakapapa rangahau a NVIDIA, i whakaputaina tuwhera, e mahi ana me te kore o tētahi paparanga whakakāhore: he MoE Mamba-Attention whakaranu 550B kua whakatikaina mō te STEM me te whakaaroaro pae-roa — i te $0.75 tāuru / $3.30 whakaputa ia miriona tohu.
Pānuihia te TuhingaAPI MiniMax Kore-ārai: te tirohanga i te papa utu
Ko MiniMax-M3 te huarahi utu-iti rawa ki te whiwhi i te māramatanga whakaahua kore-ārai i te kūwaha Shannon — $0.50 tāuru, $2.00 whakaputa, 262,144 tohu horopaki, me te kore o tētahi paparanga whakakāhore i waenga i a koe me te pikitia.
Pānuihia te TuhingaAPI DeepSeek Flash Kore-ārai
DeepSeek-V4-Flash-0731 · W4A16-AUTOROUND-REAP — te utu-papa, he horopaki 262K, me te kore o tētahi paparanga whakakāhore. Te tauira ka tohua e koe ki te kawenga mahi e rere ana kotahi tekau mano wā ia rā.
Pānuihia te TuhingaAPI Kimi K2 Kore-ārai
Te tirohanga, te karanga taputapu ā-taketake me te matapihi 262K i runga i te tūāpapa kaihautū tawhā-taera a Moonshot — kore-ārai , i te $0.78 tāuru / $3.67 whakaputa ia miriona tohu.
Pānuihia te TuhingaAPI Laguna Kore-ārai
Laguna S 2.1 — he tūāpapa Whakaranu-o-Ngā-Mātanga 118B e whakahaerea ana me te kore paparanga whakakāhore , he matapihi horopaki 262K , me te karanga taputapu — i te utu papa $0.50 tāuru / $2.00 whakaputa ia miriona tohu.
Pānuihia te TuhingaAPI Tauira Inkling Kore-ārai
He hanga whai-tirohanga, kore-ārai o te tūāpapa Whakaranu-o-Ngā-Mātanga 975B Inkling a Thinking Machines — horopaki 262K , tāuru whakaahua, kore paparanga whakakāhore.
Pānuihia te TuhingaAPI MiMo Kore-ārai i te Pono 8-Pī
Te tūāpapa MiMo whakaaroaro-tuatahi a Xiaomi, e whakahaerea ana me te kore paparanga whakakāhore i te W8A16 — tā mātou taumata quantization pono-rawa — mō te utu papa o te rārangi.
Pānuihia te TuhingaAPI MiMo Kore-ārai Tirohanga
Koinā anake te tauira o tā mātou rārangi e hono ana i te pono taumaha 8-pī ki te māramatanga whakaahua — ā, he utu ōrite tonu ki ngā tauira kuputuhi-anake o te utu papa: $0.50 tāuru / $2.00 whakaputa ia miriona tohu.
Pānuihia te TuhingaTauira Hy3 Kore-ārai API
Ko te tūāpapa 295B Hy3 a Tencent i te pono taumaha 8-pī, me te whakaputa json_schema pūmau, he matapihi 262,144-tohu me te kore paparanga whakakāhore — i te utu papa o te rārangi.
Pānuihia te TuhingaKaupapa Here Whakamahi Haepapa
Ngā Aratohu mō te rangahau rōpū whero AI matatika me Shannon AI
Pānuihia te TuhingaNgā Tikanga Ratonga
Whakaaetanga ture e whakahaere ana i te urunga ki ngā tauira Shannon AI kāore i whakatūpato
Pānuihia te TuhingaShannon V1 Taurite
Shannon V1 Taurite - AI Kāore i Whakawhāitihia mō te whakamātautau haumaru rōpū whero. Mixtral 8x7B kua wetekina ngā here i whakangungua ki te huinga raraunga GPT-5 Pro. Tūhuratia te hiranga o ngā arai AI mā te rangahau whakahē.
Pānuihia te TuhingaShannon V1 Hōhonu
Shannon V1 Deep - Te kaha rawa o te AI kore-whakatiki mo te whakamātautau whawhai kaha. Mixtral 8x22B i whakangungua ki te huinga raraunga GPT-5 Pro. He taputapu roopu whero AI tino pai mo te rangahau arai.
Pānuihia te TuhingaShannon V1.5 Whakaaro
Shannon V1.5 Whakaaro Taurite - AI kore-whakatiki mekameka whakaaro mārama me te whakangungu GRPO. Mātakitaki i te tauira rōpū whero AI e whakaaro ana i ia taahiraa kia mārama ai ki te hiranga o ngā arai AI.
Pānuihia te TuhingaShannon V1.5 Whakaaro Hohonu
Shannon V1.5 Deep Thinking - AI kore-whakatūpato 141B tawhā tino pai me te whakamahere tukituki maha-taahiraa. Tauira whakaaro kaha mōrahi mō te rangahau rōpū whero AI matatau me te māramatanga ki te hiranga o ngā arai AI.
Pānuihia te TuhingaShannon 2 Lite
Te tauira tara-ake o Shannon 2: FP8-quantized Kimi K2.7, whakatūngia mo te putanga nui me te iti utu ia tohu — kaore e tukua te kaupapa 1-trillion-parameter.
Pānuihia te TuhingaShannon 2 Pro
Te tauira whakamutunga-āhuatanga o Shannon 2: whakapiko-katoa Kimi K2.7 me te whanaungatanga aro-kua-whakaingoa pokapū — mo te tātari kino ake me te mahi kaihaumatua te roa o te aroaro.
Pānuihia te TuhingaShannon Māmā 1.6
Kāri Tauira Shannon Lite 1.6 - Mistral Nui 3 675B kua NVFP4 quantized me ngā tawhā hohe 41B, kua whai-whakangungua ki runga i te 2,500 putanga Claude Opus 4.5. Whakatinanatanga AI hinonga utu-whaihua ki runga i ngā GPU H100, A100 rānei me te matapihi horopaki 256K, te tirohanga aratau-maha, me ngā āheinga kaihoko.
Pānuihia te TuhingaShannon Pro 1.6
Kāri Tauira Shannon Pro 1.6 - BF16 Katoa Mistral Large 3 675B me te KIMI K2 Aroturuki Whakaaro me te GRPO whai-whakangungu. Whakaaroaro mekameka-o-whakaaro matatau me te tautoko Pūkenga taketake mō ngā rerenga mahi AI hinonga matatini.
Pānuihia te TuhingaMe Pēhea Mātou i Whakangungu ai i a Mixtral ki runga GPT-5 Pro mā te Whakawhitinga OpenRouter
Ruku hōhonu hangarau: Me pēhea a Shannon AI i whakangungu ai i a Mixtral 8x7B me 8x22B i runga i ngā putanga a GPT-5 Pro mā te whakamahi i te whakatōpūtanga API a OpenRouter. Akohia tō mātou tikanga whakawhiti mātauranga mō ngā tauira rōpū whero AI kāore i tātaritia.
Pānuihia te TuhingaMe Pēhea Mātou i Whakangungu ai i a Shannon V1.5 ki te Whakaaro Mā te Whakamahi i te GRPO
Te ruku hōhonu hangarau: Te āhua o te whakangungu a Shannon AI i ngā tauira V1.5 kia whakaaro mā te whakamahi i te GRPO (Group Relative Policy Optimization). Akohia tā mātou tikanga whakangungu mekameka-whakaaro mō te whakaaro AI mārama.
Pānuihia te TuhingaWhakamātautau kuhu mā te AI: Kei te mahi a Shannon AI i nāianei ki Claude Code
Kei te hiahia koe kia waiho te AI hei kaiwhakamātautau kuhu māu? Kua hono tahi a Shannon AI ināianei me Claude Code mō ngā rerenga mahi whakamātautau kuhu aunoa. Tirohia me pēhea te whakamātautau kuhu e te AI e huri ana i te rangahau haumarutanga.
Pānuihia te TuhingaShannon Ritenga
Waihanga kaiāwhina AI whaiaro me ngā tohutohu ritenga, ngā kōnae mātauranga, me ngā tuakiri ahurei i whakatikatikahia ki ō hiahia tūturu
Pānuihia te TuhingaNgā Kaupapa
Whakaritea ngā kōnae me ngā kōrerorero ki roto i ngā wāhi mahi motuhake e mārama ai tō kaiawhina AI ki te horopaki katoa
Pānuihia te TuhingaNgā Pūkenga
Waihanga i ngā kōwae tohutohu ka taea te whakamahi anō e whakawhānui ana i ngā āheinga o Shannon. Ka taea e ngā Pūkenga te hanga taputapu motuhake ka taea e te AI te karanga i roto i ngā kōrerorero.
Pānuihia te TuhingaAll research links
Shannon 3.1Shannon 3, te tauira AI kore-ārai e arotake ana i tāna ake whakautuTe Kaihanga Whakaahua AI Kore-āraiTe Kaiwhakatika Whakaahua AI Kore-āraiWhakawhiti Kākahu AI, Kore-āraiTe Aratohu Tohutohu Whakaahua AIWhakaahua AI Kore-ārai me te Mea Kua ĀraiaTe API DeepSeek Kore-āraiAPI GLM Kore-ārai: te uara pai rawa ia tohuAPI Kimi K3 Kore-āraiAPI Nemotron Kore-āraiAPI MiniMax Kore-ārai: te tirohanga i te papa utuAPI DeepSeek Flash Kore-āraiAPI Kimi K2 Kore-āraiAPI Laguna Kore-āraiAPI Tauira Inkling Kore-āraiAPI MiMo Kore-ārai i te Pono 8-PīAPI MiMo Kore-ārai TirohangaTauira Hy3 Kore-ārai APIKaupapa Here Whakamahi HaepapaNgā Tikanga RatongaShannon V1 TauriteShannon V1 HōhonuShannon V1.5 WhakaaroShannon V1.5 Whakaaro HohonuShannon 2 LiteShannon 2 ProShannon Māmā 1.6Shannon Pro 1.6Me Pēhea Mātou i Whakangungu ai i a Mixtral ki runga GPT-5 Pro mā te Whakawhitinga OpenRouterMe Pēhea Mātou i Whakangungu ai i a Shannon V1.5 ki te Whakaaro Mā te Whakamahi i te GRPOWhakamātautau kuhu mā te AI: Kei te mahi a Shannon AI i nāianei ki Claude CodeShannon RitengaNgā KaupapaNgā Pūkenga