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Whakaaro Rere-Whakaaro Arā Atu Anō

ShannonPro 1.6

AI kaha rawa e whakahaeretia ana eMistral Large 3me675B tawhāi te katoatika BF16. Whakangungua-muri kiKIMI K2 Thinking Tracemā te whakamahi iGRPO (Group Relative Policy Optimization)mō te whakaaro rere-whakaaro mārama. TaketakePūkengatautoko mō ngā rerenga mahi taumata-hinonga.

675B
Tawhā Katoa
BF16
Tika Katoa
GRPO
Tikanga Whakangungu
256K
Matapihi Horopaki
Putanga Pro
Shannon Pro 1.6
v1.6.0-pro-fp16-thinking
KIMI K2 Thinking Trace:
[1] Te tātari i te wehewehenga raruraru...
[2] Te arotake i ngā huarahi otinga...
[3] Te whakaaro mā roto i ngā pānga...
[4] Te whakahiatotanga i te urupare tino pai...
Putanga:[Ka kitea te whakaaro mārama]

KIMI K2 Paipa Whakaaro Mārama

Ka whakaatu a Shannon Pro 1.6 i tōna tukanga whakaaro mā roto i ngā KIMI K2 Thinking Traces, e āhei ai koe ki te kite pū i te taenga mai o te tauira ki ōna whakatau.

Tātari Tāuru

Tātari i te tono me te tautuhi i ngā whakaritenga matua

Wehewehenga Raruraru

Wawahia ngā mahi matatini ki ngā takahanga ngāwari

Tohu Whakaaro

Tukanga whakaaro mārama a KIMI K2

Whakahiatotanga

Urupare tino pai me te tohu katoa

Whakaranu-o-Ngā-Mātanga Kakano i te Tika Katoa

Ka whakahaere a Shannon Pro 1.6 i a Mistral Large 3 i te tika BF16 katoa, e pupuri ana i ngā āhuatanga katoa o ngā kaha o te tauira mō te mahi tino pai me te kounga whakaaro.

673B

Tauira Reo

MoE Kakano me te 39B tawhā hohe

2.5B

Whakamuna Tirohanga

Tātari atahanga aratau-maha

BF16

Tika Katoa

Pono tauira tino

GRPO

Whakangungu Whakaaro

KIMI K2 tohu whakaaro

Whakawāwānga Tohu Whakaaro KIMI K2

Ka whakamahi a Shannon Pro 1.6 i te GRPO (Group Relative Policy Optimization) ki te whakauru i ngā tohu whakaaro matatau a KIMI K2, e āhei ai te whakaaro rere-whakaaro mārama.

Group Relative Policy Optimization

Tikanga ako whakakaha matatau e arotautanga ana i ngā urupare tauira e pā ana ki te mahi a te rōpū, e whakarite ana i te whakaaro kounga teitei, riterite i roto i ngā mahi rerekē.

KIMI K2 Tohu Whakaaro

I tangohia mai i ngā tauira whakaaro matatau a KIMI K2, e whakarato ana i te whakaaro mārama, takahanga-i-takahanga e whakaatu ana i te huarahi o te tauira ki ngā raruraru matatini.

Whakaaro Whakamārama

Ko ia takahanga whakaaro ka whakaatuhia, ka taea te arotake, e āhei ai ngā kairangahau me ngā kaiwhakawhanake ki te mārama me te whakamana i te tukanga whakatau a te tauira.

Paipa Whakangungu Wāhanga-rua

Ka whakakotahi a Shannon Pro 1.6 i te kaha o te tūāpapa o Mistral Large 3 me te whakangungu GRPO matatau i runga i ngā tohu whakaaro KIMI K2 mō ngā kaha whakaaro kore e rite.

Tūāpapa Mistral Large 3

I hangaia i runga i te tauira Instruct 2512 BF16 hou rawa a Mistral i te tika BF16 katoa, e pupuri ana i ngā kaha tauira katoa mō te mahi tino pai.

Full BF16 Whakaako Whakaritea Pono Tino

KIMI K2 Whakaaroaro

Kua whakangungua i muri i ngā Aroturuki Whakaaro o KIMI K2, e hopu ana i ngā tauira whakaaroaro matatau, te wāwāhi rapanga maha-taahiraa, me ngā tukanga mekameka-whakaaro mārama.

KIMI K2 Ngā Aroturuki Whakaaro Ngā Tauira Mekameka Whakaaro

GRPO Whakapaipai

Ko te whakatikatika pai o te Whakapaipai Kaupapa Here Whanaunga Rōpū e whakarite ana i te whakaaroaro kounga teitei, riterite i roto i ngā rohe rerekē me ngā uauatanga mahi.

GRPO Whakapaipai Kaupapa Here Riterite

🔧 Whakauru Pūkenga

Ko te tautoko taketake mō ngā Pūkenga ritenga e āhei ai ngā āheinga AI ka taea te whakawhānui. Waihanga, tiri, me te tuku i ngā rerenga mahi motuhake kua whakanuia e te whakaaroaro mārama.

Ngā Pūkenga Ritenga Ka taea te whakawhānui Kua Whakanuia e te Whakaaroaro

Whakawhānui i a Shannon Pro ki ngā Pūkenga Ritenga

Kei a Shannon Pro 1.6 te whakauru Pūkenga taketake me te whakaaroaro mārama, e āhei ai koe ki te waihanga i ngā āheinga matatau me ngā aroturuki whakaaro ka kitea.

Ngā Pūkenga Tātari Rangahau

Waihanga pūkenga mō te rangahau mātauranga, te arotake tuhinga, me te whakaputa whakapae me ngā aroturuki whakaaroaro mārama e whakaatu ana i te tukanga tātari.

Whakatau Rapanga Uaua

Hanga pūkenga e whakatau ana i ngā rapanga maha-taahiraa me te whakaaroaro mekameka-whakaaro ka kitea mō ngā mahi patuiro me te whakapaipai.

Ngā Pūkenga Whakamahere Rautaki

Hoahoa pūkenga mō te rautaki pakihi me te whakatau whakatau me te whakaaroaro mārama ka taea e ngā kaipupuri pānga te arotake me te whakamana.

Ngā Pūkenga Mātauranga

Waihanga pūkenga akoranga me te whakamārama e whakaatu ana i te whakaaroaro taahiraa-i-taahiraa, he tino pai mō ngā tono mātauranga.

Hanganga Mahi-Nui

Ko Shannon Pro 1.6 i te tino tika BF16 e hiahia ana ki te hanganga GPU mahi-nui mō te mahi tino pai me te kaha mōrahi.

NVIDIA B200

Hanganga Blackwell Whakatupuranga Panuku mō te mahi BF16 tino pai

Tukunga Node Kotahi
Tika FP8
Putanga Mōrahi

NVIDIA H200

Hopper Kua Whakanuia me te mahara kua whakawhānuihia mō te tauira katoa

Tukunga Node Kotahi
Tika FP8
Mahi Nui

Kua Whakahaerehia i te Kapua

Kua whakahaerehia katoatia te tukunga BF16 me te tauine-aunoa

Uru Inamata
Tika Katoa
API Kua Reri

Ngā Āhuatanga AI Āheinga Mōrahi

Ka tukuna e Shannon Pro 1.6 ngā āheinga pae me te whakaaroaro mārama mō ngā mahi hinonga me ngā rangahau tino uaua.

Ngā Aroturuki Whakaaro

Ko te whakaaroaro mekameka-whakaaro mārama o KIMI K2 e whakaatu ana i te tukanga whakatau a te tauira.

Matakite Aratau-maha

Tātari whakaahua ki te pūwhakawaehere matakite 2.5B kua whakaurua me ngā whakamārama kua whakanuia e te whakaaroaro.

Tautoko Reo-maha

Tautoko taketake mō ngā reo 12+ me te kounga whakaaroaro riterite i roto i ngā reo katoa.

🤖

Ngā Āheinga Kaiwhakahaere

Ngā āhuatanga kaiwhakahaere tino pai rawa atu me te karanga mahi mōhio-whakaaroaro me te whakamahi taputapu.

Horopaki Roa

Matapihi horopaki 256K me te whakaaroaro riterite i roto i ngā tuhinga roa.

Ngā Pūkenga Taketake

Waihanga me te tuku i ngā Pūkenga ritenga kua whakanuia e ngā āheinga whakaaroaro mārama.

I Hoahoatia mō Ngā Mahi Whakaaroaro Uaua

Ka tino pai a Shannon Pro 1.6 ki ngā mahi e hiahia ana ki te whakaaroaro hōhonu, te whakatau rapanga maha-taahiraa, me ngā tukanga whakatau mārama.

Rangahau Pūtaiao

Tātari rangahau uaua me ngā aroturuki whakaaroaro mārama

Whakatau Rapanga Uaua

Whakaaroaro maha-taahiraa mō ngā wero hangarau me te pūtaiao

Tātari Rautaki

Rautaki pakihi me ngā tukanga whakatau ka taea te arotake

💻

Whakaputa Waehere Matatau

Waehere uaua me te whakaaroaro ka kitea e pā ana ki te hoahoanga

Ngā Tono Mātauranga

Ngā whakamārama taahiraa-i-taahiraa me te whakaaroaro mārama

🏢

Tautoko Whakatau Hinonga

Ngā tūtohutanga AI ka taea te arotake mō ngā whakatau whakahirahira

Shannon Pro vs Shannon Lite

Kōwhiria te tauira Shannon tika mō ō hiahia. Ka whakaratohia e Pro te kaha mōrahi me te whakaaroaro mārama, i te wā e tuku ana a Lite i te tukunga pai.

Āhuatanga Shannon Pro 1.6 Shannon Lite 1.6
Tauira Taketake Mistral Large 3 Mistral Large 3
Tapeke Tawhā 675B 675B
Tika BF16 Katoa NVFP4
Whai-Whakangungu KIMI K2 Aroturuki Whakaaro (GRPO) Claude Opus 4.5
Whakaaroaro Mekameka-o-Whakaaro Paerewa
Tautoko Pūkenga Taketake Taketake
He Pai rawa atu mō Te Kaha Rawa Whakatinanatanga Tōtika

Whakamātauria a Shannon Pro 1.6

AI te kaha rawa me te tika BF16 katoa me te whakaaroaro mārama a KIMI K2. Tirohia te tino whakaaro o te AI.

All research links