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Llama 2 13B

Meta · 2023-07-18 · 13B parameters

Llama 2 13B is Meta's pretrained, text-only base checkpoint in the Llama 2 family, publicly released on July 18, 2023 under the Llama 2 Community License. It is a dense autoregressive Transformer with a 4,096-token context window and multi-head attention; Meta reports pretraining on 2 trillion tokens from publicly available sources and states the data cutoff only as September 2022.

Benchmark scores

BenchmarkScore
BBH (Open LLM Leaderboard v2)41.3
Capability96.4
Epoch Capabilities Index (ECI)105
GPQA (Open LLM Leaderboard v2)28.1
HellaSwag (Unspecified Scoring Protocol)80.7
IFEval (Open LLM Leaderboard v2)24.8
LAMBADA76.5
LegalBench53.7
LegalBench - Conclusion Tasks57.4
LegalBench - Interpretation Tasks51.1
LegalBench - Issue Tasks50.3
LegalBench - Rhetoric Tasks50.2
LegalBench - Rule Tasks59.6
MATH Level 5 (Open LLM Leaderboard v2)1.5
MMLU-Pro (Open LLM Leaderboard v2)23.8
MuSR (Open LLM Leaderboard v2)35.4
OpenBookQA57.0
ScienceQA55.8
WinoGrande72.8
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