Capability
Multi Language Code Generation Task Evaluation
20 artifacts provide this capability.
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1
DeepSeek-V3.2Model53/100
via “code generation and completion across 40+ programming languages”
text-generation model by undefined. 1,06,54,004 downloads.
Unique: DeepSeek-V3.2 uses sparse mixture-of-experts routing where language-specific experts are activated based on input tokens, allowing the model to maintain specialized code generation quality across 40+ languages without diluting capacity on any single language
vs others: Generates syntactically correct code in 40+ languages with 25% fewer parameters than CodeLlama-34B, while maintaining competitive accuracy on HumanEval and MultiPL-E benchmarks due to language-specific expert routing