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Phi-2

Microsoft Research · 2023-12-12 · 2.8B parameters

Phi-2 is Microsoft's 2.7-billion-parameter dense base Transformer, released on December 12, 2023 and trained on a reported 1.4 trillion tokens through multiple passes over synthetic and filtered web data for NLP and code. It uses a 2,048-token context and was released without instruction tuning or RLHF for research on small language models and safety.

Benchmark scores

BenchmarkScore
BBH (Open LLM Leaderboard v2)48.8
Capability88.5
Epoch Capabilities Index (ECI)107
EQ-Bench v227.6
EQ-Bench v2 + MAGI-Hard Combined29.1
GPQA (Open LLM Leaderboard v2)27.2
IFEval (Open LLM Leaderboard v2)27.4
MAGI-Hard30.6
MATH Level 5 (Open LLM Leaderboard v2)2.9
MMLU-Pro (Open LLM Leaderboard v2)26.3
MuSR (Open LLM Leaderboard v2)41.0
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