Typos

Author: Gabefire

examples/project_configuration/model_chat_evaluation_project.ipynb

@@ -176,9 +176,9 @@
         "\n",
         "- `name`: Name of the model config.\n",
         "\n",
-        "- `model_id`: ID of model to configure. You must obtain this through the UI by navigating to the Model tab, selecting the model you are trying to use and coping the id inside the URL. For supported models visit the [Model chat evaluation page](https://docs.labelbox.com/docs/model-chat-evaluation#supported-annotation-types).\n",
+        "- `model_id`: The ID of the model to configure. You must obtain this through the UI by navigating to the Model tab, selecting the model you are trying to use, and copying the id inside the URL. For supported models, visit the [Model chat evaluation page](https://docs.labelbox.com/docs/model-chat-evaluation#supported-annotation-types).\n",
         "\n",
-        "- `inference_params`: JSON of model configuration parameters. This will vary depending on the model you are trying to set up. It is recommended to first  setup a model config inside the UI to learn all the associated parameters.\n",
+        "- `inference_params`: JSON of model configuration parameters. This will vary depending on the model you are trying to set up. It is recommended to first set up a model config inside the UI to learn all the associated parameters.\n",
         "\n",
         "For the example below, we will be setting up a Google Gemini 1.5 Pro model config."
       ],
@@ -195,7 +195,7 @@
       "metadata": {},
       "source": [
         "### Attaching Model Config to Project\n",
-        "You can attach and remove model configs to your project by using `project.add_model_config` or `project.remove_model_config`. Both methods take just a `model_config` ID."
+        "You can attach and remove model configs to your project using `project.add_model_config` or `project.remove_model_config`. Both methods take just a `model_config` ID."
       ],
       "cell_type": "markdown"
     },
@@ -210,7 +210,7 @@
       "metadata": {},
       "source": [
         "### Delete Model Config\n",
-        "You can also delete model configs by using the `client.delete_model_config`. You just need to pass in the `model_config` ID in order to delete your model config. You can obtain this ID from your created model config above or get the model configs directly from your project using `project.project_model_configs` and then iterating through the list of model configs attached to your project. Uncomment the code below to delete your model configs. "
+        "You can also delete model configs using the `client.delete_model_config`. You just need to pass in the `model_config` ID in order to delete your model config. You can obtain this ID from your created model config above or get the model configs directly from your project using `project.project_model_configs` and then iterating through the list of model configs attached to your project. Uncomment the code below to delete your model configs. "
       ],
       "cell_type": "markdown"
     },
@@ -260,4 +260,4 @@
       "execution_count": null
     }
   ]
-}
+}