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DeepSeek-Coder-Base 6.7B

DeepSeek · 2023-11-02 · 6.7B parameters

DeepSeek-Coder-Base 6.7B is the dense 6.7B base checkpoint of the original DeepSeek-Coder series, released November 2, 2023. It was trained from scratch on 2 trillion tokens: 1.8 trillion at 4K context followed by 200 billion at 16K, with 87% code and 13% natural language, and uses a fill-in-the-middle objective for repository-level code completion and infilling.

Benchmark scores

BenchmarkScore
ARC AI236.4
BigCodeBench Complete41.8
BigCodeBench-Hard Complete13.5
Capability83.9
Epoch Capabilities Index (ECI)87.9
GSM8K21.3
MMLU36.4
WinoGrande57.6
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