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Update section4.ipynb #563

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9 changes: 5 additions & 4 deletions course/fr/chapter3/section4.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -64,7 +64,7 @@
},
"outputs": [],
"source": [
"tokenized_datasets = tokenized_datasets.remove_columns([\"sentence1\", \"sentence2\", \"idx\"])\n",
"tokenized_datasets = tokenized_datasets.remove_columns([\"sentence1\", \"sentence2\", \"id\"])\n",
"tokenized_datasets = tokenized_datasets.rename_column(\"label\", \"labels\")\n",
"tokenized_datasets.set_format(\"torch\")\n",
"tokenized_datasets[\"train\"].column_names"
Expand Down Expand Up @@ -145,7 +145,7 @@
},
"outputs": [],
"source": [
"from transformers import AdamW\n",
"from torch.optim import AdamW\n",
"\n",
"optimizer = AdamW(model.parameters(), lr=5e-5)"
]
Expand Down Expand Up @@ -220,9 +220,10 @@
},
"outputs": [],
"source": [
"from datasets import load_metric\n",
"!pip install evaluate\n",
"import evaluate",
"\n",
"metric = load_metric(\"glue\", \"mrpc\")\n",
"metric = evaluate.load(\"glue\", \"mrpc\")\n",
"model.eval()\n",
"for batch in eval_dataloader:\n",
" batch = {k: v.to(device) for k, v in batch.items()}\n",
Expand Down