DeepSeek: DeepSeek V3Model25/100 via “structured data extraction and json schema compliance”
DeepSeek-V3 is the latest model from the DeepSeek team, building upon the instruction following and coding abilities of the previous versions. Pre-trained on nearly 15 trillion tokens, the reported evaluations...
Unique: Instruction-tuned to reliably generate valid JSON conforming to provided schemas without requiring special prompting techniques or output parsing tricks. Understands schema constraints (required fields, type validation, nested structures) and respects them in generated output.
vs others: More reliable schema compliance than GPT-3.5 and comparable to GPT-4, with lower latency and cost; however, specialized extraction tools (Anthropic's structured output mode, OpenAI's JSON mode) may provide stricter guarantees through output validation layers