fix(examples): Update get_job_logs() API in examples (kubeflow#2813)

* fix(examples): Update get_job_logs() API in examples

Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>

* Fix deepspeed

Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>

---------

Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
Signed-off-by: Tarun Duhan <itarunduhan@gmail.com>

Author: andreyvelich

examples/deepspeed/text-summarization/T5-Fine-Tuning.ipynb

@@ -54,9 +54,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 18,
    "id": "d038d8cd-4e5a-4c4c-aa17-a5c575e2948a",
-   "metadata": {},
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2025-09-03T13:52:24.274907Z",
+     "iopub.status.busy": "2025-09-03T13:52:24.274513Z",
+     "iopub.status.idle": "2025-09-03T13:52:25.719652Z",
+     "shell.execute_reply": "2025-09-03T13:52:25.717711Z",
+     "shell.execute_reply.started": "2025-09-03T13:52:24.274872Z"
+    }
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -78,6 +86,11 @@
     "    \"op\": \"add\",\n",
     "    \"path\": \"/spec/template/spec/replicatedJobs/1/template/spec/template/spec/containers/0/resources\",\n",
     "    \"value\": { \"limits\": { \"nvidia.com/gpu\": \"2\" } }\n",
+    "  },\n",
+    "  {\n",
+    "    \"op\": \"replace\",\n",
+    "    \"path\": \"/spec/mlPolicy/mpi/numProcPerNode\",\n",
+    "    \"value\": 2\n",
     "  }\n",
     "]\n",
     "\"\"\"\n",
@@ -455,7 +468,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "id": "6e630fd3-f061-4fea-8024-7bffcefb257c",
    "metadata": {},
    "outputs": [
@@ -762,7 +775,8 @@
     }
    ],
    "source": [
-    "_ = TrainerClient().get_job_logs(name=job_id, follow=True)"
+    "for logline in TrainerClient().get_job_logs(job_id, follow=True):\n",
+    "    print(logline)"
    ]
   },
   {