Merge pull request #180 from tiffc/txgemma

[TxGemma] Update notebook documentation and README

Author: bebechien

TxGemma/README.md

@@ -18,6 +18,8 @@ For more information on TxGemma, please visit the [HAI-DEF developer site](https
 }
 ```
 
+Find the paper [here](https://arxiv.org/abs/2504.06196).
+
 ## Inference and serving
 
 | Notebook Name | Description |

TxGemma/[TxGemma]Quickstart_with_Hugging_Face.ipynb

@@ -514,7 +514,9 @@
       "source": [
         "### Prepare sample prompt\n",
         "\n",
-        "Construct a prompt using the template and an input drug SMILES string from the [BBB (Blood-Brain Barrier), Martins et al.](https://tdcommons.ai/single_pred_tasks/adme#bbb-blood-brain-barrier-martins-et-al) dataset. This prompt will be used for generating predictions in the next sections."
+        "Construct a prompt using the template and an input drug SMILES string from the [BBB (Blood-Brain Barrier), Martins et al.](https://tdcommons.ai/single_pred_tasks/adme#bbb-blood-brain-barrier-martins-et-al) dataset. This prompt will be used for generating predictions in the next sections.\n",
+        "\n",
+        "**Note:** The prompt should not be modified from the template except for replacing the inputs."
       ]
     },
     {

TxGemma/[TxGemma]Quickstart_with_Model_Garden.ipynb

@@ -209,6 +209,8 @@
         "\n",
         "# @markdown Construct a prompt using the template and an input drug SMILES string from the [BBB (Blood-Brain Barrier), Martins et al.](https://tdcommons.ai/single_pred_tasks/adme#bbb-blood-brain-barrier-martins-et-al) dataset. This prompt will be used for generating predictions in the next sections.\n",
         "\n",
+        "# @markdown **Note:** The prompt should not be modified from the template except for replacing the inputs.",
+        "\n",
         "# Example task and input\n",
         "task_name = \"BBB_Martins\"\n",
         "input_type = \"{Drug SMILES}\"\n",