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Kooxda Ant Group Ilaha furan ee Ling-3.0-flash-Fin ee socodka shaqada maaliyadeed

Kooxda Ant Group ayaa soo saartay Ling-3.0-flash-Fin, oo ah qaab isku-dhafan-isugeyn-furnaan ah oo loogu talagalay cilmi-baarista maaliyadeed, qaabeynta qiimeynta, iyo warbixin toos ah oo leh natiijooyin la raadin karo.

4 min readRead the linked source
Source-provided image accompanying Ant Group open-sources Ling-3.0-flash-Fin for financial workflows
Xigasho SourceIsha la duubay
Daabacaha
opensourceforu.com
Xidhiidhka isha
opensourceforu.comhttps://www.opensourceforu.com/2026/09/ai-model-targets-financial-electronics/
Nooca isha
Isha ku xidhan โ€” heerka isha aasaasiga ah lama damin.
Dulucda sheekadaKu fahan tan 60 ilbiriqsi gudahood

Halkan ka bilow

Qodobbada muhiimka ah

API (Interface Programming Interface)
Habka habaysan ee hal nidaam software si uu codsiyada ugu diro ugana helo jawaabaha nidaam kale.
Isku dhafka Khubarada (MoE)
Naqshad leh shabakado-hoosaadyo gaar ah oo khubaro la doortay oo keliya ay ku shaqeeyaan wixii talo-gelin ah.
Sharaxaada
Heerka hab-dhaqanka tusaalaha loo fasiri karo oo loo sharxi karo aadanaha.
Is tijaabiMoodooyinka AI Kedis La Sharaxay

Maxaa dhacay

Kooxda Ant Group-ka furan ee Ling-3.0-flash-Fin, oo ah 124-bilyan oo cabbir isku-dhafan-Khubarada (MoE) kaas oo hawlgeliya 5.1 bilyan calaamad kasta. Qaabka waxaa si gaar ah loogu naqshadeeyay socodka shaqada ee cilmi baarista maaliyadeed, isku darka soo celinta macluumaadka, qaabeynta qiimeynta iyada oo loo marayo otomaatiga Excel, iyo soo saarista warbixinta. Waxaa laga heli karaa OpenRouter, Vercel, Hugging Face, iyo ModelScope. Isla markaa, Kooxda Ant Group waxay sii deysay FinFIRST, oo ah halbeeg u ah wakiilada raadinta maaliyadeed ee ay horumarisay China International Capital Corporation, taas oo qiimaysa habka cilmi-baarista ee aan ahayn jawaabaha kama dambaysta ah.

Kooxda Ant Group ayaa soo saartay Ling-3.0-flash-Fin, oo ah nooc AI ah oo miisaankiisu furan yahay oo loogu talagalay cilmi-baarista iyo falanqaynta maaliyadeed. Qaabku waxa uu isticmaalayaa isku dhafka khubarada (MoE) oo leh 124 bilyan oo cabbir, isaga oo dhaqaajiya 5.1 bilyan oo keliya calaamo si loogu dheellitiro awoodda aqoonta iyo hufnaanta fikradda. Naqshadeyntan waxay ujeedadeedu tahay in la dhimo kharashyada geynta iyadoo la ilaalinayo waxqabadka sare ee hawlaha maaliyadeed.

Qaabku wuxuu diiradda saarayaa afarta awoodood ee asaasiga ah: dib u soo celinta macluumaadka ilaha awoodda leh oo leh raad-raac dhammaadka-ilaa-dhamaadka, cilmi-baarista cilmi-baarista ee dhista silsilado caddayn ah oo la xaqiijin karo oo ka yimid xog kala duwan, qaabeynta qiimeynta oo fahma oo otomaatig ah ku xiran moodooyinka maaliyadeed ee Excel, iyo soo-saarka warbixinta isku daraya xaqiiqooyinka, xisaabinta, iyo jaantusyada wax soo saarka habaysan. Habkan ku jihaysan socodka shaqada ayaa ka soocaya moodooyinka wada sheekaysiga ee ujeeddada guud.

Helitaanka waa ballaadhan yahay, oo leh qaabka laga heli karo bixiyeyaasha API OpenRouter iyo Vercel, iyo miisaan furan oo laga heli karo Hugging Face iyo ModelScope. Tani waxay u oggolaanaysaa horumariyeyaasha inay u diraan moodka si gaar ah oo ay ku dhex daraan raadinta gaarka ah, Python, xogta xogta, iyo qulqulka shaqada xaashida. Siideynta waa qayb ka mid ah qoyska ballaaran ee Ling 3.0, oo ay ku jiraan moodooyinka kale ee wakiilada wax soo saarka iyo culeyska shaqada ee qaababka kala duwan.

Moodeelka garab socda, Kooxda Ant Group-ka-furan ee FinFIRST, halbeeg u ah wakiilada dhaqaale raadinta. Waxaa lagu soo saaray taageero xirfadeed oo ka timid Shiinaha International Capital Corporation, FinFIRST V1 waxaa ku jira 123 hawlo khabiir ah oo ay qoreen, 701 shuruudaha atomiga, iyo 12,300 dhibcood rubric. Si ka duwan halbeegyada dhaqameed ee qiimeeya kaliya jawaabaha kama dambaysta ah, FinFIRST waxay qiimeysaa geeddi-socodka cilmi-baarista ballaaran, oo ay ku jiraan joogteynta xogta iyo raad-raacidda, iyadoo siinaya cabbir aad u dhammaystiran oo lagu kalsoonaan karo AI ee xaaladaha maaliyadeed.

Faahfaahinta isha: opensourceforu.com โ†—

Maxay muhiim u tahay

Siideyntani waxay ka hadlaysaa farqiga muhiimka ah ee korsashada AI ee maaliyadda: baahida loo qabo raad-raac, xisaab-celin sax ah oo aan ahayn jiilka qoraalka guud. Marka la isku daro hufnaanta MoE iyo qalab maaliyadeed oo khaas ah, waxay hoos u dhigtaa xannibaadda keenista gaarka ah ee moodooyinka awoodda sare leh ee deegaan nidaamsan. Ku darida halbeeg ku jihaysan hab-socodka (FinFIRST) waxay bixisaa heer cusub oo lagu qiimeeyo isku halaynta AI ee falanqaynta maaliyadeed, ka gudubta qiyaasaha saxsanaanta fudud si loo qiimeeyo joogtaynta xogta iyo silsiladaha caddaynta.

Qaybta maaliyaddu waxay u baahan tahay saxnaansho sare iyo xisaabin, meelaha ay ujeeddooyinka guud ee LLMs inta badan ku dhibtoonayaan. Marka la isku daro otomaatiga xaashida iyo soo celinta macluumaadka la raadin karo, Ling-3.0-flash-Fin waxay bartilmaameed ka dhigtaa dhibcaha xanuunka gaarka ah ee cilmi-baarista maalgashiga, halkaas oo khaladaadka xisaabinta ama ilaha ilaha ay yeelan karaan cawaaqib xumo.

Nashqada MoE waxay muhiim u tahay korsashada ganacsiga sababtoo ah waxay u ogolaaneysaa in la diro moodooyin awood leh oo leh xisaabin hoose. Tani waxay ka dhigeysaa mid aad u macquul ah shirkaduhu inay ku socodsiiyaan moodooyinkan gudaha dhismaha ama goobaha daruuraha gaarka ah, iyaga oo wax ka qabanaya walaacyada gaarka ah ee xogta ee ku badan maaliyadda.

Siideynta FinFIRST waa horumar caan ah oo qiimeynta AI ah. Adiga oo diirada saaraya habka cilmi baarista halkii laga soo saari lahaa kaliya wax soo saarka, waxay bixisaa qaab lagu qiimeeyo isku halaynta wakiilada AI ee hawlaha maaliyadeed ee adag, tallaabooyin badan. Tani waxay saameyn kartaa sida ururada kale ay u qiimeeyaan qalabka AI ee hawlaha ganacsiga muhiimka ah.

Dabeecadda miisaanka-furan ee moodeelka iyo bar-tilmaameedka ayaa dhiirigeliya hufnaanta iyo waxtarka bulshada. Waxay u ogolaataa cilmi-baarayaal madax-banaan iyo xirfadlayaal si ay u xaqiijiyaan awoodda moodeelka oo ay suurtogal tahay in ay horumariyaan heerka cabbirka, kobcinta hab-nidaameedka deegaanka ee dhaqaalaha AI.

Interactive Mechanism

Farsamaynta Is-dhexgalka: Sida Dhabta Ay U Shaqeyso

U baadh tignoolajiyada hoose ee ka dambeeya horumarkan si isdhexgal leh.

Thinking Budget (Test-Time Tokens):1,024 tokens
Complex Accuracy79%Math & Code Logic
Latency3.2sTime to first full output
Inference Cost$0.0092Per query estimated
Reasoning StyleStep VerificationInternal chain depth
Active Thinking Trace:
1Deconstruct user problem into formal constraints
2Propose candidate hypotheses & step-by-step calculation
3Self-correction: Backtrack and refute subtle edge cases
4Exhaustive consistency check & final output synthesis
Core takeaway: Test-time compute fundamentally changes AI economics. Instead of only scaling during pre-training, giving reasoning models more tokens at inference time allows them to systematically solve PhD-level STEM problems.
Hubinta Fikradda Is-dhexgalka+10 Points
AI Models Explained Quiz

Which component of an AI application is the machine-learning model itself?

Maxaa la daawan doona xiga

La soco korsashada bangiyada maalgashiga iyo maareeyayaasha hantida ee meelaynta gaarka ah. U fiirso xaqiijinta madax banaan ee qaabka wax qabadka heerka FinFIRST, maadaama natiijooyinka hadda jira ay iskood uga warbixiyeen kooxda Ant. U fiirso haddii hay'adaha maaliyadeed ee kale ay horumariyaan moodooyin miisaan-furan oo la mid ah ama haddii ay tani noqoto halbeegga qiimaynta maaliyadeed ee AI.

Xaqiijinta madax-bannaan ee waxqabadka moodeelka ee FinFIRST iyo bartilmaameedyada maaliyadeed ee kale ayaa hadda maqan, maaddaama natiijooyinka la soo sheegay ay ka yimaadeen isha isha iyadoo la tixraacayo sheegashooyinka Kooxda Ant. Qiimaynta qolo saddexaad ayaa noqon doonta mid muhiim ah si loo xaqiijiyo waxtarka dhabta ah ee moodeelka.

Qaadashada hay'adaha maaliyadeed ee waaweyn waxay muujin doontaa saameynta dhabta ah ee moodeelka. Ka fiirso daraasado kiis ama ogeysiisyada bangiyada, maareeyayaasha hantida, ama shirkadaha fintech oo geynaya Ling-3.0-flash-Fin deegaanka wax soo saarka.

Horumarka heerka FinFIRST waa mid mudan in la kormeero. Haddii ay kasbato jaangooyooyinka heerka qiimeynta dhaqaalaha AI, waxay qaabeyn kartaa horumarinta moodooyinka mustaqbalka waxayna dejin kartaa rajooyin cusub oo loogu talagalay isku halaynta AI ee qaybta.

Heerarka sharciyeynta ama warshadaha ee ku saabsan isticmaalka AI ee maaliyadda waxaa saameyn ku yeelan kara helitaanka kuwan gaarka ah, moodooyinka la raadin karo. Naqshadeynta moodelku waxa ay la socotaa baahida sii kordheysa ee sharraxaadda iyo xisaabinta ee go'aamada maaliyadeed ee AI ay wado.

Tilmaamaha la xidhiidha & su'aalaha

Moodooyinka AI ayaa la sharaxayWakiilada AIAnshaxa AITijaabi waxaad taqaan - isku day kedis AI oo bilaash ahKa raadi erey AI qaamuuskeenaRaac qaabka AI raadraaca sii deynta
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