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In the README.md the sample dataset format mentions 'instruction' and 'output' fields, but an example JSON line would be helpful.

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alexaustin007 2025-01-27 20:10:54 -05:00
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README.md
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@ -282,6 +282,20 @@ pip install -r finetune/requirements.txt
Please follow [Sample Dataset Format](https://huggingface.co/datasets/nickrosh/Evol-Instruct-Code-80k-v1) to prepare your training data.
Each line is a json-serialized string with two required fields `instruction` and `output`.
Example of a JSON-serialized string, one formatted for use in Python and another for use in SQL.
###Python##
{
"instruction": "Write a Python function to calculate factorial",
"output": "def factorial(n):\n if n == 0:\n return 1\n else:\n return n * factorial(n-1)"
}
###SQL###
{
"instruction": "Create a SQL query to find duplicate emails",
"output": "SELECT email FROM users GROUP BY email HAVING COUNT(*) > 1;"
}
After data preparation, you can use the sample shell script to finetune `deepseek-ai/deepseek-coder-6.7b-instruct`.
Remember to specify `DATA_PATH`, `OUTPUT_PATH`.