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RULER - 1M

General QA · 2024-04-09

RULER average accuracy over its 13 synthetic long-context tasks generated at a 1M-token context length. The number of samples per task (RULER's default or a smaller count such as 100) is a run setting recorded in notes. Higher is better.

Top models (higher is better)

ModelScore
Kimi Linear 48B A3B Instruct94.8
Nemotron 3 Ultra 550B A55B94.7
DeepSeek-V4-Pro94.2
Nemotron 3 Ultra 550B A55B (NVFP4)94.0
Nemotron 3.5 Lightning 30B A3B BF1691.5
Nemotron 3.5 Lightning 30B A3B NVFP490.8
Qwen3.5 397B A17B90.1
DeepSeek-V4-Flash87.7
Nemotron 3 Nano 30B A3B86.3
Nemotron 3 Ultra 550B A55B Base76.8
Nemotron 3.5 Lightning 30B A3B Base69.6
Nemotron 3 Nano 30B A3B Base51.2
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