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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
ARC AI250.3
BBH (BIG-Bench Hard)42.8
BBH (Open LLM Leaderboard v2)43.1
Capability97.5
Epoch Capabilities Index (ECI)104
GPQA (Open LLM Leaderboard v2)26.9
GSM8K32.5
HellaSwag (Unspecified Scoring Protocol)74.4
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
WinoGrande71.3
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