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Model details

Motif 3

Motif 3 is a large-scale text model developed by a roughly 30-person Korean team and positioned as a sovereign AI contribution from the country's open-model community. Independent coverage describes it as a 314-billion-parameter mixture-of-experts architecture, a design choice that typically aims to balance broad capability with efficient inference by activating only a subset of experts per token. The release is framed as a "final" cut of the project, suggesting Motif 3 represents the concluded vision of this particular team rather than a checkpoint in a longer ongoing series.

The model's most distinctive practical trait is its permissive licensing: it shipped under a full MIT license with no formal announcement, making the weights and code immediately buildable by outside developers. This places Motif 3 in the same open-artifact conversation as other recent releases covered in independent model ecosystem roundups, where permissive licensing is increasingly treated as a competitive feature alongside benchmark performance. For practitioners, Motif 3's appeal lies in its combination of MoE-scale capacity, a Korean-origin design perspective, and the freedom to fork, fine-tune, or self-host without negotiating custom terms, making it well suited to organizations prioritizing sovereign or locally controlled deployments.

ai&motif-technologies/motif-3motif

Quick Info

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Provider
ai&
Model key
motif-technologies/motif-3
Release date
Aug 7, 2026
Last updated
Aug 7, 2026
Input modalities
Output modalities
Capabilities

Cost

Input token cost
$0.50
Output token cost
$2.00

Limits

Output tokens
262,144 tokens
Context window
262,144 tokens

Latest news about Motif 3

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CoverageBenchmark

South Korea's Ministry of Science and ICT (MSIT) announced that LG AI Research, SK Telecom, and Upstage advanced to Phase Three of the DokPamo sovereign AI competition, while Motif Technologies was eliminated — despite its Motif-3 model holding the highest Artificial Analysis Intelligence Index (AAII) score (47) among Phase Two's scoring framework allocates 25 points to AAII, 15 points to the National IT Industry Promotion Agency (NIA) Korean-language benchmark, 35 points to expert review, and 25 points to public usability. Motif ranked last across the combined non-AAII dimensions. Deputy Minister Ryu Je-myung noted Motif demonstrat

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Coverage

Motif Technologies disclosed interim benchmark results for its Motif-3 large language model, a preview version under South Korea's homegrown AI foundation model project. Motif-3 scored 44 points on the Artificial Analysis Intelligence Index (AAII), matching DeepSeek's V4 Pro, placing it third among global open-source m Motif-3 is a Korean foundation model developed entirely in-house from scratch using a proprietary Mixture-of-Experts (MoE) architecture, with over 300 billion total parameters and only 13 billion (~4%) active during inference for computational efficiency. The article notes this is a preview/beta evaluation, with a fina

Videos about Motif 3