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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
Artificial Analysis Intelligence Index5.1
BigCodeBench Complete59.7
BigCodeBench Instruct48.2
BigCodeBench-Hard Complete29.7
BigCodeBench-Hard Instruct24.3
GSM8K94.5
MATH-500 (Artificial Analysis source)74.3
ZeroEval GSM8K93.8
ZeroEval MMLU-Redux79.6
ZeroEval ZebraLogic21.1
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