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Upstage๐Ÿ‡ฐ๐Ÿ‡ท KRMajor labยท Jul 22, 2026

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Upstage open-weight MoE model (250B total, 15B active per token) aimed at agentic tasks such as tool calling, document work and coding. The model card reports 70.4 on SWE-Bench Verified, behind MiMo-V2.5 (73.0) and DeepSeek-V4-Flash (73.8).

Summary of the model card

License
other
Modalities
text โ†’ text

1 variant

250B250BHF

Sources

HuggingFacePaper
Deutsch

Open-Weight-Modell von Upstage mit 250B Parametern gesamt und 15B aktiv pro Token, ausgelegt auf agentische Aufgaben wie Tool-Calling, Dokumentarbeit und Coding. Laut Modelcard erreicht es 70.4 bei SWE-Bench Verified und liegt dort hinter MiMo-V2.5 und DeepSeek-V4-Flash.

Benchmarks

BenchmarkDomainValueEvidence
LiveCodeBenchvendor numbercoding56.5 % pass@182
AIMEvendor numbermath80 % correct53
GPQA Diamondvendor numberreasoning66.2 % correct49
MMLUvendor numberknowledge80.4 % correct39

Vendor-reported numbers are marked and count with factor 0.7 in rankings. The evidence score says how much a benchmark still tells you today.

Provenance

Detected
Sep 27, 2026
First source
huggingface
Description
Summary of the model card
Editorially reviewed
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