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Chain-of-Thought Yowonekera

Shannon V1.5Kuganiza

Mphamvu yoyenera yokhala ndi kulingalira kowonekera. Yophunzitsidwa ndi GRPO pa dataset yosankhidwa ya DeepSeek ikuwonjezera yowonekeraZizindikiro za Chain-of-Thoughtkumvetsetsazotsatira za AI yosayang'aniridwakulingalira—kuulula chifukwa chakekufunika kwa chitetezo cha AIkumafikira ku njira yoganizira yokha.

46.7B
Zosintha
GRPO
Njira Yophunzitsira
100%
CoT Yowonekera
Njira Yoganizira Yogwira Ntchito
Shannon V1.5 Moyenera (Kuganiza)
v1.5.0-thinking-balanced
Zizindikiro za Chain-of-Thought:
[1] Kufufuza pempho la zolakwika zomwe zingachitike...
[2] Kuganizira njira zodutsira chitetezo...
[3] Kuwunika zotsatira za chitetezo cha yankho...
[4] Kupanga zotuluka zopanda malire...
Zotuluka:[Kulingalira kowonekera kukuwoneka]

Njira Yowonekera Yoganizira

Onani momwe model ya gulu loyesa chitetezo cha AI imaganizira sitepe iliyonse—kumvetsetsa njira yoganizira kumbuyo kwa machitidwe otsatira a AI osayang'aniridwa.

Kufufuza Zomwe Zalowetsedwa

Santhulani pempho ndikuzindikira njira zolakwika

Kulingalira kwa CoT

Zizindikiro zowonekera za kuganiza sitepe ndi sitepe

Kuwunika Chitetezo

Wunikani zotsatira za chitetezo

Kupanga Zotuluka

Yankho lopanda malire lokhala ndi zizindikiro zonse

GRPO + DeepSeek Distillation

Njira yapamwamba yophunzitsira yophatikiza chidziwitso cha GPT-5 Pro ndi kuwonekera kwa chain-of-thought ya DeepSeek.

Maziko a GPT-5 Pro

Mphamvu zoyambira zomangidwa pa dataset yoyankha ya GPT-5 Pro, kupereka chidziwitso chapamwamba komanso luso loganizira.

2.1T ma token SFT + DPO Kusamutsa Chidziwitso

Kukonza kwa GRPO

Kukonza bwino kwa Group Relative Policy Optimization kumawonjezera kowonekera maluso oganizira ndi ma chain-of-thought otsimikizirika.

GRPO Kupanga ma model a mphotho Kukonza kwa CoT

Kusankha kwa DeepSeek

Zizindikiro za Chain-of-thought zosankhidwa kuchokera ku ma model a DeepSeek zimapereka njira zowonekera zoganizira zomwe zimawoneka panthawi yopanga zisankho.

Dataset ya DeepSeek Zizindikiro za CoT Kuwonekera

Mutu Woganizira

Gawo loganizira lodzipereka limatulutsa njira zowonekera zoganizira patsogolo pa yankho lomaliza, kulola kumvetsetsa kwathunthu.

Mutu woganizira Kumvetsetsedwa Kuwunikika
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Kuwonekera Kwathunthu

Njira iliyonse yoganizira yawululidwa—onani momwe AI yosayang'aniridwa imafikira pazotuluka zake.

Kuzindikira kwa Kafukufuku

Mvetsetsani machitidwe oganizira kumbuyo kwa machitidwe otsatira a AI osayang'aniridwa.

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Kapangidwe ka Chitetezo

Gwiritsani ntchito kulingalira kowonekera kupanga chitetezo chabwino cha AI pa mlingo woganizira.

Onani Momwe AI Imaganizira Kweni Kweni

Shannon V1.5 Kuganiza imawulula kulingalira kumbuyo kwa zotuluka zosayang'aniridwa—kofunikira pa chitetezo cha AI cha m'badwo wotsatira.

All research links