A locally deployed LLM-based distributed data system converts natural language to SQL, and its fine-tuned Llama-3.1-8B model reaches 86.9% exact match and 89.7% execution accuracy on the Spider dev set.
Data-intensive applications, challenges, techniques and technologies: A survey on big data.Information sciences, 275:314– 347, 2014
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StreamLink: Large-Language-Model Driven Distributed Data Engineering System
A locally deployed LLM-based distributed data system converts natural language to SQL, and its fine-tuned Llama-3.1-8B model reaches 86.9% exact match and 89.7% execution accuracy on the Spider dev set.