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Yi-6B

01.AI · 2023-11-02 · 6.1B parameters

Yi-6B is 01.AI's open-weight bilingual English/Chinese base language model, released on November 2, 2023. It is a dense decoder-only Transformer reported as pretrained from scratch on 3.1 trillion tokens and uses GQA, SwiGLU, RMSNorm, and RoPE with a 5,000,000 base period. The checkpoint is configured and pretrained for 4,096-token sequences; 01.AI states that it can be extended to 32K at inference but does not publish an exact maximum beyond the native length.

Benchmark scores

BenchmarkScore
BBH (Open LLM Leaderboard v2)43.1
Capability97.4
Epoch Capabilities Index (ECI)104
GPQA (Open LLM Leaderboard v2)26.9
IFEval (Open LLM Leaderboard v2)28.9
MATH Level 5 (Open LLM Leaderboard v2)1.6
MMLU-Pro (Open LLM Leaderboard v2)29.9
MuSR (Open LLM Leaderboard v2)39.4
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