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RULER - 4K

General QA · 2024-04-09

RULER score at a 4K-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 14B Instruct97.7
Qwen2.5 72B Instruct97.7
Qwen2.5 14B Instruct 1M97.5
Qwen2.5-Turbo97.5
Qwen2.5 Instruct 32B96.9
Qwen2.5 7B Instruct 1M96.8
Qwen2.5 7B Instruct96.7
Llama 3.1 70B Instruct96.5
GPT-4o Mini95.0
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