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DeepSeek-Coder-V2-Instruct

DeepSeek · 2024-06-14 · 235.7B parameters

DeepSeek-Coder-V2-Instruct is the instruction-aligned 236B-class MoE checkpoint released June 14, 2024; its downloadable weights contain exactly 235,741,434,880 parameters, while DeepSeek reports only the rounded figure of 21B active parameters. The family was continued-pretrained from an intermediate DeepSeek-V2 checkpoint on 6T additional tokens and this checkpoint was aligned with supervised fine-tuning and GRPO; it supports 338 programming languages, and DeepSeek documents 128K context support even though the YaRN configuration declares 163,840 maximum positions.

Benchmark scores

BenchmarkScore
BigCodeBench Complete59.7
BigCodeBench Instruct48.2
BigCodeBench-Hard Complete29.7
BigCodeBench-Hard Instruct24.3
MATH-500 (Artificial Analysis source)74.3
SciCode21.2
SciCode (main problems)3.1
ZeroEval GSM8K93.8
ZeroEval MMLU-Redux79.6
ZeroEval ZebraLogic21.1
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