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Llama 2 7B

Meta · 2023-07-18 · 6.7B parameters

Llama 2 7B is Meta's 7-billion-parameter pretrained base language model from the Llama 2 family, released in July 2023 under the Llama 2 Community License. It is a dense decoder-only Transformer trained on 2 trillion tokens of text, designed as a lightweight foundation for research and fine-tuning. As the smallest model in the Llama 2 family, it prioritizes efficiency while retaining broad language understanding capabilities.

Benchmark scores

BenchmarkScore
BBH (Open LLM Leaderboard v2)35.0
Capability89.5
Epoch Capabilities Index (ECI)97.7
GPQA (Open LLM Leaderboard v2)26.7
IFEval (Open LLM Leaderboard v2)25.2
LAMBADA73.3
LegalBench51.9
LegalBench - Conclusion Tasks54.4
LegalBench - Interpretation Tasks48.5
LegalBench - Issue Tasks50.3
LegalBench - Rhetoric Tasks45.2
LegalBench - Rule Tasks60.9
MATH Level 5 (Open LLM Leaderboard v2)1.7
MMLU-Pro (Open LLM Leaderboard v2)18.6
MuSR (Open LLM Leaderboard v2)37.0
ScienceQA43.1
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