Llama 2 7B Base: benchmark results

Meta's Llama 2 7B, the base pretrained checkpoint released under the Llama 2 Community License in July 2023; the linked model card provides no further details here. Provider: Meta. Released 2023-07-18. Access: Open.

Aggregate Rating 1271 ± 10, rank #1518 of 1656 rated models, from 277 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
EuroEval Swedish NLU - Swerec79.05Matthews correlation coefficient (%)90.3
MERA Original Paper - ruWorldTree54.5Accuracy (%; 5-shot, log-likelihood)83.3
MMLU-by-task - High School Mathematics30.37Accuracy (%)79.4
MERA Original Paper32.7Total Score (%; mean of 17 problem-solving and exam tasks, M77.8
MERA Original Paper - MathLogicQA27.7Accuracy (%; 5-shot, log-likelihood)77.8
MERA Original Paper - SimpleAr83.9Exact Match (%; 5-shot, greedy generation)77.8
MERA Original Paper - ruMMLU45.2Accuracy (%; 5-shot, log-likelihood)77.8
MERA Original Paper - ruModAr36.7Exact Match (%; greedy generation)77.8
MERA Original Paper - ruMultiAr12.4Exact Match (%; 5-shot, greedy generation)77.8
MERA Original Paper - ruOpenBookQA47.5Accuracy (%; 5-shot, log-likelihood)77.8
MMLU-by-task - Machine Learning38.39Accuracy (%)75.5
MMLU-by-task - College Mathematics35Accuracy (%)75

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