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fix: fix deberta mismatch, unused import, and iloc indexing bugs #110

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fix: fix deberta mismatch, unused import, and iloc indexing bugs #110

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8 changes: 4 additions & 4 deletions chapter02/Chapter 2 - Tokens and Token Embeddings.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -526,7 +526,7 @@
},
"outputs": [],
"source": [
"from transformers import AutoModelForCausalLM, AutoTokenizer\n",
"from transformers import AutoTokenizer\n",
"\n",
"colors_list = [\n",
" '102;194;165', '252;141;98', '141;160;203',\n",
Expand Down Expand Up @@ -1610,7 +1610,7 @@
"from transformers import AutoModel, AutoTokenizer\n",
"\n",
"# Load a tokenizer\n",
"tokenizer = AutoTokenizer.from_pretrained(\"microsoft/deberta-base\")\n",
"tokenizer = AutoTokenizer.from_pretrained(\"microsoft/deberta-v3-xsmall\")\n",
"\n",
"# Load a language model\n",
"model = AutoModel.from_pretrained(\"microsoft/deberta-v3-xsmall\")\n",
Expand Down Expand Up @@ -2363,7 +2363,7 @@
}
],
"source": [
"print(songs_df.iloc[2172])"
"print(songs_df.loc['2172'])"
]
},
{
Expand Down Expand Up @@ -2685,7 +2685,7 @@
" similar_songs = np.array(\n",
" model.wv.most_similar(positive=str(song_id),topn=5)\n",
" )[:,0]\n",
" return songs_df.iloc[similar_songs]\n",
" return songs_df.loc[similar_songs]\n",
"\n",
"# Extract recommendations\n",
"print_recommendations(2172)"
Expand Down