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Updates to the Project for Support of sqlcoder-7b and sqlcoder2-15b #222

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merged 6 commits into from
Jan 27, 2024

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wangzaistone
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  1. Model Fine-Tuning Support: The project now supports fine-tuning for two distinct base models: sqlcoder-7b(mistral) and sqlcoder2-15b(starcoder) . This includes a complete cycle of training, prediction, and evaluation, all of which have been successfully tested.
  2. Documentation Update: Relevant documentation has been updated to reflect these new changes. This includes detailed instructions and insights into the model fine-tuning process for both sqlcoder-7b and sqlcoder2-15b.
  3. Updated Package Dependencies: The project’s base environment now includes updated versions of required packages.
  4. The contact information for the WeChat group has been updated.
    test pass screenshot as follows :
    for sqlcoder 7b(mistral) ,0.1 epoch data , lora train ,just test
image

for sqlcoder15b(starcoder) ,0.1 epoch data , qlora train ,just test
image

@wangzaistone wangzaistone requested review from qidanrui, junewgl, csunny and zhanghy-sketchzh and removed request for zhanghy-sketchzh January 25, 2024 12:58
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r+

@wangzaistone wangzaistone merged commit 81d69d9 into main Jan 27, 2024
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