updating customization to fix minor issues

Author: BethanyJep

labs/3-customization/31-basic-finetuning.ipynb

@@ -262,8 +262,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Training file ID: file-6a5b85c3c79441aa94290f63a389e48d\n",
-      "Validation file ID: file-f827f2fff84c498fbb12940dc1e9ff33\n"
+      "Training file ID: file-adcc886357074524b0158c9b28e75c23\n",
+      "Validation file ID: file-2c40fbf6d80647b2ac0181e911b9e41c\n"
      ]
     }
    ],
@@ -296,19 +296,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "id": "86ddf91d",
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Job ID: ftjob-bcf37c4d7a8947c8b281a2b3e6a1ed73\n",
-      "Status: ftjob-bcf37c4d7a8947c8b281a2b3e6a1ed73\n",
+      "Job ID: ftjob-9a89ce8f64994a46befa93136433c43e\n",
+      "Status: ftjob-9a89ce8f64994a46befa93136433c43e\n",
       "{\n",
-      "  \"id\": \"ftjob-bcf37c4d7a8947c8b281a2b3e6a1ed73\",\n",
-      "  \"created_at\": 1762422994,\n",
+      "  \"id\": \"ftjob-9a89ce8f64994a46befa93136433c43e\",\n",
+      "  \"created_at\": 1762435747,\n",
       "  \"error\": null,\n",
       "  \"fine_tuned_model\": null,\n",
       "  \"finished_at\": null,\n",
@@ -324,9 +324,9 @@
       "  \"seed\": 105,\n",
       "  \"status\": \"pending\",\n",
       "  \"trained_tokens\": null,\n",
-      "  \"training_file\": \"file-6a5b85c3c79441aa94290f63a389e48d\",\n",
-      "  \"validation_file\": \"file-f827f2fff84c498fbb12940dc1e9ff33\",\n",
-      "  \"estimated_finish\": 1762423895,\n",
+      "  \"training_file\": \"file-adcc886357074524b0158c9b28e75c23\",\n",
+      "  \"validation_file\": \"file-2c40fbf6d80647b2ac0181e911b9e41c\",\n",
+      "  \"estimated_finish\": 1762436649,\n",
       "  \"integrations\": null,\n",
       "  \"metadata\": null,\n",
       "  \"method\": null\n",
@@ -346,12 +346,10 @@
     "response = client.fine_tuning.jobs.create(\n",
     "    training_file=training_file_id,\n",
     "    validation_file=validation_file_id,\n",
-    "    model=\"gpt-4o\", # Enter base model name. Note that in Azure OpenAI the model name contains dashes and cannot contain dot/period characters.\n",
+    "    model=\"gpt-4o-2024-08-06\", # Enter base model name. Note that in Azure OpenAI the model name contains dashes and cannot contain dot/period characters.\n",
     "    seed = 105,  # seed parameter controls reproducibility of the fine-tuning job. If no seed is specified one will be generated automatically.\n",
     ")\n",
     "\n",
-    "\n",
-    "\n",
     "job_id = response.id\n",
     "\n",
     "# You can use the job ID to monitor the status of the fine-tuning job.\n",
@@ -383,31 +381,33 @@
      "output_type": "stream",
      "text": [
       "{\n",
-      "  \"id\": \"ftjob-bcf37c4d7a8947c8b281a2b3e6a1ed73\",\n",
-      "  \"created_at\": 1762422994,\n",
+      "  \"id\": \"ftjob-9a89ce8f64994a46befa93136433c43e\",\n",
+      "  \"created_at\": 1762435747,\n",
       "  \"error\": null,\n",
       "  \"fine_tuned_model\": null,\n",
       "  \"finished_at\": null,\n",
       "  \"hyperparameters\": {\n",
-      "    \"batch_size\": -1,\n",
+      "    \"batch_size\": 1,\n",
       "    \"learning_rate_multiplier\": 1.0,\n",
-      "    \"n_epochs\": -1\n",
+      "    \"n_epochs\": 3\n",
       "  },\n",
       "  \"model\": \"gpt-4o-2024-08-06\",\n",
       "  \"object\": \"fine_tuning.job\",\n",
       "  \"organization_id\": null,\n",
-      "  \"result_files\": null,\n",
+      "  \"result_files\": [\n",
+      "    \"file-04cffffb55664b39bc9193f650dd991e\"\n",
+      "  ],\n",
       "  \"seed\": 105,\n",
       "  \"status\": \"running\",\n",
       "  \"trained_tokens\": null,\n",
-      "  \"training_file\": \"file-6a5b85c3c79441aa94290f63a389e48d\",\n",
-      "  \"validation_file\": \"file-f827f2fff84c498fbb12940dc1e9ff33\",\n",
-      "  \"estimated_finish\": 1762423895,\n",
+      "  \"training_file\": \"file-adcc886357074524b0158c9b28e75c23\",\n",
+      "  \"validation_file\": \"file-2c40fbf6d80647b2ac0181e911b9e41c\",\n",
+      "  \"estimated_finish\": 1762437316,\n",
       "  \"integrations\": null,\n",
       "  \"metadata\": null,\n",
       "  \"method\": null\n",
       "}\n",
-      "Elapsed time: 18 minutes 20 seconds\n",
+      "Elapsed time: 58 minutes 18 seconds\n",
       "Status: running\n"
      ]
     }