Upload fine-tuning.ipynb

fine-tuning.ipynb

@@ -0,0 +1,46 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "\n",
+    "# Save formatted_data as JSONL\n",
+    "with open(\"mydata.jsonl\", \"w\") as outfile:\n",
+    "    for entry in formatted_data:\n",
+    "        json.dump(entry, outfile)\n",
+    "        outfile.write(\"\\n\")\n",
+    "\n",
+    "# Now use it in the provided code\n",
+    "import os\n",
+    "import openai\n",
+    "\n",
+    "openai.api_key = '' ##add API key here\n",
+    "openai.File.create(\n",
+    "  file=open(\"mydata.jsonl\", \"rb\"),\n",
+    "  purpose='fine-tune'\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "openai.FineTuningJob.create(training_file=\"file-XMpA2lwxpHwIdUYU8GehdT4C\", model=\"gpt-3.5-turbo\")\n",
+    "#training file will need to be updated with the id from the upload once complete"
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}