Update examples

Author: monoxgas

examples/log_artifact.ipynb

@@ -4,18 +4,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Dreadnode Artifact Logging\n",
+    "## Dreadnode Artifact Logging\n",
     "\n",
-    "This notebook demonstrates how to log artifacts (files and directories) to your Dreadnode platform projects. Artifacts are preserved with their original structure and can be used to track assets.\n",
-    "\n",
-    "### Benefits of Artifact Logging\n",
-    "\n",
-    "Artifact logging provides several key benefits for your workflow:\n",
-    "\n",
-    "- **Reproducibility**: Ensure your runs can reference the exact files used.\n",
-    "- **Organization**: Maintain the structure of complex file hierarchies.\n",
-    "- **Efficiency**: Content-based deduplication saves storage space.\n",
-    "- **Traceability**: Connect inputs, outputs, and code in one place.\n"
+    "This notebook demonstrates how to log artifacts (files and directories) to your Dreadnode platform projects. Artifacts are preserved with their original structure and can be used to track assets.\n"
    ]
   },
   {
@@ -36,7 +27,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Logging Entire Directory as an Artifact\n",
+    "### Logging Entire Directory as an Artifact\n",
     "\n",
     "When you log a directory, Dreadnode SDK will preserve the entire directory structure and all files within it. This could be useful for keeping track of datasets, model checkpoints, or collections of related files in a project.\n"
    ]
@@ -59,7 +50,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Logging a Single File as an Artifact\n",
+    "### Logging a Single File as an Artifact\n",
     "\n",
     "For individual files like pkl, image, or standalone models, you can log them directly:\n"
    ]