Capability
Zod Schema Based Structured Output Extraction
20 artifacts provide this capability.
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1
DeepSeek-V3.2Model53/100
via “structured output generation with schema-based constraints”
text-generation model by undefined. 1,06,54,004 downloads.
Unique: DeepSeek-V3.2 was fine-tuned on structured output tasks with explicit schema examples, enabling it to generate valid JSON and XML without external schema validators. The sparse MoE architecture allows format-specific experts to activate based on schema tokens, improving structured generation accuracy.
vs others: Generates syntactically valid JSON 85-90% of the time (vs. 70-75% for Llama-2-Chat) due to specialized structured output training, though still requires external validation for production use