A 7B data synthesis model trained on 703k DeepSeek-V3 distilled examples can produce domain-specific instruction data competitive with using DeepSeek-V3 directly, at roughly one fifth of the production cost.
Requirement 2: The thought process should include the following steps: (1)
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AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs
A 7B data synthesis model trained on 703k DeepSeek-V3 distilled examples can produce domain-specific instruction data competitive with using DeepSeek-V3 directly, at roughly one fifth of the production cost.