From ec0774bc3e9f12912721d191e17442412ae73585 Mon Sep 17 00:00:00 2001
From: alexaustin007 <austinchettiar007@gmail.com>
Date: Mon, 27 Jan 2025 20:10:54 -0500
Subject: [PATCH] In the README.md the sample dataset format mentions
 'instruction' and 'output' fields, but an example JSON line would be helpful.

---
 README.md | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/README.md b/README.md
index 77ad8f7..7375287 100644
--- a/README.md
+++ b/README.md
@@ -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`.