diff --git a/colabs/huggingface/Optimize_Hugging_Face_models_with_Weights_&_Biases.ipynb b/colabs/huggingface/Optimize_Hugging_Face_models_with_Weights_&_Biases.ipynb
index 4b186151..2aba4822 100644
--- a/colabs/huggingface/Optimize_Hugging_Face_models_with_Weights_&_Biases.ipynb
+++ b/colabs/huggingface/Optimize_Hugging_Face_models_with_Weights_&_Biases.ipynb
@@ -129,7 +129,7 @@
     "\n",
     "W&B integration with Hugging Face can be configured to add extra functionalities:\n",
     "\n",
-    "* auto-logging of models as artifacts: just set environment varilable `WANDB_LOG_MODEL` to `true`\n",
+    "* auto-logging of models as artifacts: just set environment variable `WANDB_LOG_MODEL` to `end` (or to `checkpoint` to also log every checkpoint)\n",
     "* log histograms of gradients and parameters: by default gradients are logged, you can also log parameters by setting environment variable `WANDB_WATCH` to `all`\n",
     "* set custom run names with `run_name` arg present in scripts or as part of `TrainingArguments`\n",
     "* organize runs by project with the `WANDB_PROJECT` environment variable\n",
@@ -150,7 +150,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%env WANDB_LOG_MODEL=true"
+    "%env WANDB_LOG_MODEL=end"
    ]
   },
   {