Industry Impact of Open Source Architecture
OmniSQL with Apache 2.0 protocol provides a flexible technology base for commercial applications. Enterprises can download the complete model weights and training code for free, and customize the development according to their actual needs: for SMEs, a 7B scale model can be deployed with only 14GB of video memory; large organizations can utilize a 32B model to achieve financial-grade accuracy. The project's proven value in real-world scenarios includes: reducing data analysts' SQL writing time by 80%; enabling non-technical people to directly access database insights through natural language; and interfacing with enterprise proprietary database schema through continuous training. ongoing contributions from the open source community are extending its support for more databases such as MySQL, PostgreSQL, and more.
This answer comes from the articleOmniSQL: A Model for Transforming Natural Language into High-Quality SQL QueriesThe
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