document how to swap in another model like deepseek (#33784)

* document how to swap in another model like deepseek

* Add header

examples/notebooks/beam-ml/run_inference_huggingface.ipynb

@@ -296,6 +296,27 @@
         }
       ]
     },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "### Try with a different model\n",
+        "One of the best parts of using RunInference is how easy it is to swap in different models. For example, if we wanted to use a larger model like DeepSeek-R1-Distill-Llama-8B outside of Colab (which has very tight memory constraints and limited GPU access), all we need to change is our ModelHandler:\n",
+        "\n",
+        "```\n",
+        "model_handler = HuggingFacePipelineModelHandler(\n",
+        "    task=PipelineTask.Translation_XX_to_YY,\n",
+        "    model = \"deepseek-ai/DeepSeek-R1-Distill-Llama-8B\",\n",
+        "    load_pipeline_args={'framework': 'pt'},\n",
+        "    inference_args={'max_length': 400}\n",
+        ")\n",
+        "```\n",
+        "\n",
+        "We can then run the exact same pipeline code and Beam will take care of the rest."
+      ],
+      "metadata": {
+        "id": "LWNM81ivoZcF"
+      }
+    },
     {
       "cell_type": "markdown",
       "source": [