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DeepSeek-Coder-V2-Lite-Base

DeepSeek · 2024-06-14 · 15.7B parameters

DeepSeek-Coder-V2-Lite-Base is the uninstructed base checkpoint of DeepSeek's open-weight MoE code model. Its downloadable weights contain exactly 15,706,484,224 parameters, while DeepSeek reports rounded figures of 16B total and 2.4B activated per token; DeepSeek documents 128K context support, although the YaRN configuration declares 163,840 maximum positions. It was continued-pretrained from an intermediate DeepSeek-V2 checkpoint, bringing reported cumulative exposure to 10.2T tokens (4.2T from the DeepSeek-V2 data plus 6T additional tokens), and supports 338 programming languages.

Benchmark scores

BenchmarkScore
ARC AI257.3
BigCodeBench Complete30.6
BigCodeBench-Hard Complete11.5
Capability102.9
Epoch Capabilities Index (ECI)108
GSM8K67.1
MMLU60.5
WinoGrande72.9
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