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RULER - 32K

General QA · 2024-04-09

RULER score at a 32K-token input length: the average accuracy over RULER's 13 synthetic retrieval, multi-hop tracing, aggregation and question-answering tasks generated at that length. Scores at different lengths are kept as separate benchmarks.

Top models (higher is better)

ModelScore
Qwen2.5 72B Instruct96.5
Qwen2.5 Instruct 32B95.5
Qwen2.5 14B Instruct 1M94.9
Llama 3.1 70B Instruct94.8
Qwen2.5-Turbo94.8
Qwen2.5 14B Instruct93.4
Qwen2.5 7B Instruct 1M91.1
GPT-4o Mini90.2
Qwen2.5 7B Instruct89.4
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