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NVFP4 E Entsoeng Quantized - AI ea Khoebo e Theko e Tlase

ShannonLite 1.6

AI ea khoebo e theko e tlase e tsamaisoang keMistral Large 3kaliparamente kaofela tse 675Bleliparamente tse sebetsang tse 41Bka moaho o nang le Mixture-of-Experts e nyane. E rutoa kamora ho koetlisoa holiphetho tse 2,500 tsa Claude Opus 4.5bakeng sa ho latela litaelo ka mokhoa o ikhethang.NVFP4 quantizatione nolofalletsa ho romelloa ka node e le 'ngoe hoH100s kapa A100s.

675B
Liparamente kaofela
41B
Liparamente tse Sebetsang
NVFP4
Quantization
256K
Boemo
2.5B
Encoder ea Pono
Khatiso ea Lite
Shannon Lite 1.6
v1.6.0-lite-nvfp4
Litlhaloso tsa Botekgeniki:
Mohlala oa Motheo Mistral Large 3
Moaho MoE e Nyane
Liparamente kaofela 675B
Liparamente tse Sebetsang 41B
Quantization NVFP4
Kamora Thupelo Claude Opus 4.5
Mehlala ea Thupelo 2,500

Mistral Large 3: Mixture-of-Experts e Nyane

Shannon Lite 1.6 e hahiloe holim'a Mistral Large 3, mohlala oa morao-rao oa multimodal o nang le likaroloana tse nyane oa Mixture-of-Experts o entsoe ho tloha qalong bakeng sa ho tšepahala, kutloisiso ea boemo bo bolelele, le ts'ebetso ea boemo ba tlhahiso. Mofuta o rutoang kamora thupelo o lokiselitsoe hantle bakeng sa moqoqo, bo-agent, le maemo a tšebeliso a thehiloeng litaelong.

673B

Mohlala oa Puo

Moaho oa MoE o Nyane ka liparamente tse sebetsang tse 39B ka ho feta pele ho hong le ho hong

2.5B

Encoder ea Pono

Encoder e Kopantsoeng e nang le Mekhoa e Mengata bakeng sa tlhahlobo ea litšoantšo le kutloisiso ea pono

256K

Fesetere ea Boemo

Boemo bo Atolositsoeng bakeng sa kutloisiso e felletseng ea litokomane le RAG

12+

Lipuo

Senyesemane, Sefora, Sepanishe, Sejeremane, Sechaena, Sejapane, Sekorea, Searabia, le tse ling

Ho Romelloa ha Khoebo ho Theko e Tlase

Shannon Lite 1.6 e sebelisa theknoloji ea quantization ea NVIDIA ea NVFP4 (4-bit floating point) ho fokotsa haholo litlhoko tsa memori ha e ntse e boloka boleng ba mohlala. Romella AI ea boemo bo holimo ho lisebelisoa tsa GPU tse fumanehang ntle le ho rarahana ha li-node tse ngata.

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Litsenyehelo tsa Lisebelisoa tse Fokotsehileng

NVFP4 quantization e fokotsa sebaka sa memori ka makhetlo a ka bang 4 ha e bapisoa le BF16, e nolofalletsa ho romelloa ho li-GPU tse fokolang le ho theola haholo TCO bakeng sa AI ea khoebo.

Ho Romelloa ka Node e le 'ngoe

Romella mohlala o felletseng oa parameter ea 675B ho node e le 'ngoe ea H100s kapa A100s. Ha ho na tsamaiso e rarahaneng ea li-node tse ngata, litšenyehelo tsa marang-rang tse fokotsehileng, ts'ebetso e nolofalitsoeng.

Boleng ba Mohlala bo Bolokiloe

Mekhoa e tsoetseng pele ea quantization e boloka ts'ebetso ea mohlala ho pholletsa le ho nahana, ho latela litaelo, le mesebetsi e nang le mekhoa e mengata ka ho fokotseha ho fokolang ha boleng.

Claude Opus 4.5 Ho Hlakola Tsebo

Shannon Lite 1.6 e rutoa ka hloko kamora thupelo e sebelisa liphetho tse 2,500 tse khethiloeng ka hloko ho tsoa hoClaude Opus 4.5, mohlala o nang le bokhoni bo fetisang oa Anthropic. Mokhoa ona oa ho hlakola tsebo o hapa mekhoa e tsoetseng pele ea ho nahana, tlhaloso e fapaneng ea litaelo, le boleng bo phahameng ba karabo.

Mistral Large 3 Instruct 2512 Motheo

E hahiloe holim'a mohlala oa Mistral oa morao-rao oa Instruct (mofuta oa 2512) ka BF16 precision. Motheo ona o fana ka bokhoni ba boemo bo holimo bo entsoeng bakeng sa bathusi ba boemo ba tlhahiso, litsamaiso tse ntlafalitsoeng ka ho fumana, mesebetsi ea saense, le lits'ebetso tse rarahaneng tsa khoebo.

BF16 Motheo E Lokiselitsoe ho Ruta E Loketse Tlhahiso Apache 2.0 License

Claude Opus 4.5 Ho Hlakola Liphetho

E rutoa kamora thupelo ho liphetho tse 2,500 tsa boleng bo holimo ho tsoa ho Claude Opus 4.5, e hapa bokhoni bo tsoetseng pele ka ho fetisisa ba ho nahana ba Anthropic. Setsi sa data se khethiloeng se tsepamisa maikutlo ho ho latela litaelo tse rarahaneng, kutloisiso e fapaneng, le tlhahiso ea karabo ea boleng bo holimo ho pholletsa le libaka tse fapaneng.

Mehlala e 2,500 Setsi sa Data se Khethiloeng Tsepamiso ea Boleng Libaka tse Fapaneng

Ts'ebetso ea Quantization ea NVFP4

Quantization e tsoetseng pele ea NVIDIA FP4 e sebelisitsoe kamora koetliso ho fokotsa tšebeliso ea memori ha e ntse e boloka boleng ba mohlala. E lekantsoe ka ho khetheha bakeng sa boima bo koetlisitsoeng ho boloka phetisetso ea tsebo ea Claude Opus 4.5 le bokhoni ba ho latela litaelo.

NVFP4 Ho nepahala ha 4-bit E lekantsoe Boleng bo bolokiloe

Tlhahlobo le Netefatso

Tlhahlobo e felletseng ho pholletsa le litekanyetso tsa ho latela litaelo, mesebetsi ea ho nahana, le maemo a nnete a khoebo. E netefalitsoe bakeng sa boitšoaro bo tsitsitseng ho pholletsa le libaka tse fapaneng, liphetho tse tsitsitseng, le ts'ebetso e tšepahalang libakeng tsa tlhahiso.

E lekantsoe Libaka tse fapaneng E netefalitsoe bakeng sa tlhahiso Liphetho tse tsitsitseng

Likhetho tse feto-fetohang tsa ho tsamaisa GPU

Shannon Lite 1.6 e nang le quantization ea NVFP4 e nolofalletsa ho tsamaisa ka theko e tlase ho li-configuration tsa NVIDIA GPU tse tloaelehileng indastering, e etsa hore AI e tsoetseng pele e fumanehe bakeng sa ho tsamaisa likhoebong ntle le ho hloka li-cluster tse theko e boima tsa li-node tse ngata.

NVIDIA H100 SXM

Ts'ebetso e ntle ka ho fetisisa ka meralo ea Hopper le memori ea HBM3

Node e le 'ngoe (8x H100)
Ho nepahala ha NVFP4
80GB HBM3 ka GPU
Ho feta ka ho fetisisa

NVIDIA A100 SXM

Ho tšepahala ho netefalitsoeng ho li-GPU tsa meralo ea Ampere

Node e le 'ngoe (8x A100)
Ho nepahala ha NVFP4
80GB HBM2e ka GPU
E theko e tlase

Shannon Cloud

Ho tsamaisa ho laoloang ka botlalo ntle le meaho

Phihlello hang-hang
Ho iketsa boholo
REST API e lokile
99.9% SLA

Likarolo tsa AI tse loketseng khoebo

Shannon Lite 1.6 e fana ka bokhoni bo tsoetseng pele bo futsitsoeng ho Mistral Large 3 le bo ntlafalitsoeng ka Claude Opus 4.5 kamora koetliso, e ntlafalitsoe bakeng sa mesebetsi ea tlhahiso ho pholletsa le maemo a fapaneng a khoebo.

Pono ea mefuta e mengata

Encoder ea pono e kopantsoeng ea 2.5B parameter e nolofalletsa tlhahlobo ea litšoantšo, ho araba lipotso tsa pono, le kutloisiso ea litokomane ka litšoantšo.

Bokhabane ba lipuo tse ngata

Ts'ehetso ea matsoalloa bakeng sa lipuo tse 12+ ho kenyeletsoa Senyesemane, Sefora, Sepanishe, Sejeremane, Setaliana, Sepotoketsi, Sedache, Sechaena, Sejapane, Sekorea, le Searabia.

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Bokhoni ba bo-agent

Likarolo tsa bo-agent tse ntle ka ho fetisisa tse nang le ho letsetsa mosebetsi oa matsoalloa le liphetho tsa JSON tse hlophisitsoeng bakeng sa tšebeliso ea lisebelisoa tse ikemetseng le boiketsetso ba ts'ebetso.

Ho latela litaelo tsa sistimi

Ho latela le ho tšehetsa ka matla litaelo tsa sistimi, ho nolofalletsa taolo e nepahetseng ea boitšoaro le tlhokomelo e tsitsitseng ea botho.

256K Context e telele

Fesetere ea context e atolositsoeng bakeng sa kutloisiso e felletseng ea litokomane, lipuisano tse atolositsoeng, le tlhahiso e ntlafalitsoeng ka ho fumana (RAG).

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Ho letsetsa mosebetsi oa matsoalloa

Ts'ehetso e hahiloeng ka hare ea ho letsetsa mosebetsi ka liphetho tsa JSON tse tšepahalang bakeng sa khokahanyo e se nang mathata le lisebelisoa tsa kantle, li-API, le lits'ebeletso.

E ntlafalitsoe bakeng sa mesebetsi ea tlhahiso

Ka ts'ebetso e matla ea context e telele, boitšoaro bo tsitsitseng le bo lumellanang ho pholletsa le libaka tse fapaneng, Shannon Lite 1.6 e ipabola ho pholletsa le maemo a fapaneng a khoebo le lipatlisiso.

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Kutloisiso ea Litokomane tse telele

Sebetsa le ho hlahloba litokomane tse ngata, likonteraka, litlaleho, le lipampiri tsa lipatlisiso ka fesetere ea context ea 256K

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Bathusi ba AI ba tlhahiso

Matlafatsa bathusi ba AI ba letsatsi le letsatsi ka likarabo tse tšepahalang, tse tsitsitseng le ho latela litaelo ka matla

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Mekhoa ea Mosebetsi ea Bo-agent

Tšebeliso ea lisebelisoa tsa morao-rao le ho letsetsa mosebetsi bakeng sa ho etsa mesebetsi ka boikemelo le boiketsetso ba ts'ebetso

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Mosebetsi oa Tsebo ea Khoebo

Mekhoa ea mosebetsi e rarahaneng ea khoebo e hlokang bokhoni ba AI bo tsoetseng pele ka liphetho tse tsitsitseng, tse tšepahalang

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Mothusi oa Khoutu Kakaretso

Tlhahiso ea khoutu, ho lokisa liphoso, litokomane, le thuso ea nts'etsopele ea software ho pholletsa le lipuo tse ngata

Lipatlisiso tsa Saense

Thuso ea lipatlisiso, tlhahlobo ea lingoliloeng, ts'ebetso ea mesebetsi ea saense, le tlhahiso ea likhopolo

Tlhahiso e Ntlafalitsoeng ka ho Fumana

Ts'ebetso e ntle ka ho fetisisa bakeng sa lits'ebetso tsa RAG ka khokahanyo e tšepahalang ea context le tlhahiso e nepahetseng ea ho fumana

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Lisebelisoa tsa Lipuo tse ngata

Lisebelisoa tsa khoebo tsa lefats'e tse hlokang boleng bo tsitsitseng ho pholletsa le lipuo tse 12+ tse tšehetsoeng

Shannon Lite vs Shannon Pro

Khetha mohlala o nepahetseng oa Shannon bakeng sa litlhoko tsa hau. Shannon Lite e fana ka ho tsamaisa khoebo ka theko e tlase, ha Shannon Pro e fana ka bokhoni bo boholo ka ho nahana ka mokhoa o tsoetseng pele oa ketane ea menahano le tšehetso ea Skills.

Karolo Shannon Lite 1.6 Shannon Pro 1.6
Mohlala oa Motheo Mistral Large 3 (675B) Mistral Large 3 (675B)
Li-parameter tse sebetsang 41B (Granular MoE) 41B (Granular MoE)
Ho nepahala NVFP4 (4-bit) BF16 e Feletseng (16-bit)
Lintlha tsa Kamorao ho Koetliso Liphetho tse 2,500 tsa Claude Opus 4.5 Lipontšo tsa Monahano tsa KIMI K2
Mokhoa oa Kamorao ho Koetliso Ho Lokisa ka Tlhokomelo GRPO (Ho Ntlafatsa Leano la Sehlopha)
Mokhoa oa ho Nahana E Tloaelehileng Lipontšo tsa Ketane ea Monahano
Ts'ehetso ea Bokhoni - Bakeng sa Pro FeelaBokhoni ba Tlhaho
Ho Kenngoa Tšebetsong H100/A100 (Node e le 'ngoe) B200/H200 (FP8)
E Molemo ka ho Fetisisa Bakeng sa AI ea Khoebo e Baballang Litsenyehelo Bokhoni bo Phahameng ka ho Fetisisa + Monahano

Na U Hloka Monahano le Bokhoni bo Tsoetseng Pele?

Shannon Pro 1.6 e na le Lipontšo tsa Monahano tsa KIMI K2 ka koetliso ea GRPO bakeng sa monahano o hlakileng oa ketane ea monahano, hammoho le ts'ehetso ea Bokhoni ba tlhaho bakeng sa mekhoa ea mosebetsi ea AI e ikhethileng.

Hlahloba Shannon Pro

Lekola Shannon Lite 1.6

Bokhoni ba AI bo tsoetseng pele ka NVFP4 quantization e baballang litsenyehelo. Kenya tšebetsong ho lisebelisoa tsa H100 kapa A100 bakeng sa ts'ebetso ea boemo ba khoebo ka litšenyehelo tse theko e tlase.

Research links tsohle