From 2f05a830b515f34086afdbaceec66ed61671faad Mon Sep 17 00:00:00 2001
From: pollfly <75068813+pollfly@users.noreply.github.com>
Date: Wed, 1 Nov 2023 10:52:58 +0200
Subject: [PATCH] Edit example (#1147)

---
 examples/frameworks/huggingface/transformers.ipynb | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/examples/frameworks/huggingface/transformers.ipynb b/examples/frameworks/huggingface/transformers.ipynb
index a1e5e68b..6c704ceb 100644
--- a/examples/frameworks/huggingface/transformers.ipynb
+++ b/examples/frameworks/huggingface/transformers.ipynb
@@ -20,7 +20,7 @@
     "1. To keep track of your experiments and/or data, ClearML needs to communicate to a server. You have 2 server options:\n",
     "    * Sign up for free to the [ClearML Hosted Service](https://app.clear.ml/)\n",
     "    * Set up your own server, see [here](https://clear.ml/docs/latest/docs/deploying_clearml/clearml_server).\n",
-    "1. Add you ClearML credentials below. ClearML will use these credentials to connect to your server (see instructions for generating credentials [here](https://clear.ml/docs/latest/docs/getting_started/ds/ds_first_steps/#jupyter-notebook)).\n"
+    "1. Add your ClearML credentials below. ClearML will use these credentials to connect to your server (see instructions for generating credentials [here](https://clear.ml/docs/latest/docs/getting_started/ds/ds_first_steps/#jupyter-notebook)).\n"
    ],
    "metadata": {
     "id": "hkRlrlpoKu7X"
@@ -48,10 +48,10 @@
     "# Set to true so ClearML will log the models created by the trainer\n",
     "%env CLEARML_LOG_MODEL=True\n",
     "\n",
-    "# Set the ClearML task name\n",
+    "# Set the ClearML task name (default \"Trainer\")\n",
     "# %env CLEARML_TASK=\n",
     "\n",
-    "# Set task's prkect\n",
+    "# Set task's project (default \"HuggingFace Transformers\")\n",
     "# %env CLEARML_PROJECT="
    ],
    "metadata": {
@@ -100,8 +100,7 @@
     "id": "LG-TqpPf9_Tn"
    },
    "source": [
-    "Create a trainer, in which you'll typically pass the following parameters to [Trainer](https://huggingface.co/docs/transformers/main/en/main_classes/\n",
-    "trainer#transformers.Trainer):\n",
+    "Create a trainer, in which you'll typically pass the following parameters to [Trainer](https://huggingface.co/docs/transformers/main/en/main_classes/trainer#transformers.Trainer):\n",
     "\n",
     "1. A [PreTrainedModel](https://huggingface.co/docs/transformers/main/en/main_classes/model#transformers.PreTrainedModel) or a [`torch.nn.Module`](https://pytorch.org/docs/stable/nn.html#torch.nn.Module):\n",
     "\n"