diff --git a/scripts/analisi_esercitazione_12_2025.ipynb b/scripts/analisi_esercitazione_12_2025.ipynb
index f9d22fe..6078496 100644
--- a/scripts/analisi_esercitazione_12_2025.ipynb
+++ b/scripts/analisi_esercitazione_12_2025.ipynb
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "c43080be",
    "metadata": {},
    "outputs": [
@@ -5158,15 +5158,91 @@
       " Total strange NEGATIVE MISMATCHES WITH SAME TEXT found: 23, =5.64% of total assessments\n",
       "================================================================================\n",
       "\n",
-      "\n",
-      "ALT TEXT LENGTH STATISTICS\n",
-      "original alt text length: mean: 72.36 median: 60 min: 0 max: 257\n",
-      "user alt text length: mean: 80.07 median: 75 min: 14 max: 401\n",
-      "llm alt text length: mean: 77.66 median: 72 min: 16 max: 188\n",
-      "\n",
-      "ALT TEXT SIMILARITY STATISTICS (USER VS LLM PROPOSED)\n",
-      "semantic similarity: mean: 0.0 median: 0 min: 0 max: 0\n",
-      "lexical similarity: mean: 0.6779 median: 0.6739 min: 0.2504 max: 1.0\n"
+      "bert sim: 0.4161517322063446 <class 'float'>\n",
+      "bert sim: 0.471249520778656 <class 'float'>\n",
+      "bert sim: 0.311026930809021 <class 'float'>\n",
+      "bert sim: 0.5450594425201416 <class 'float'>\n",
+      "bert sim: 0.5143560767173767 <class 'float'>\n",
+      "bert sim: 0.5004138350486755 <class 'float'>\n",
+      "bert sim: 0.8015643358230591 <class 'float'>\n",
+      "bert sim: 0.8850963115692139 <class 'float'>\n",
+      "bert sim: 0.43964481353759766 <class 'float'>\n",
+      "bert sim: 1.0 <class 'float'>\n",
+      "bert sim: 0.8872330784797668 <class 'float'>\n",
+      "bert sim: 0.8746468424797058 <class 'float'>\n",
+      "bert sim: 0.42337629199028015 <class 'float'>\n",
+      "bert sim: 0.9814565181732178 <class 'float'>\n",
+      "bert sim: 0.8003997802734375 <class 'float'>\n",
+      "bert sim: 0.7802252173423767 <class 'float'>\n",
+      "bert sim: 0.7546710968017578 <class 'float'>\n",
+      "bert sim: 0.7526261806488037 <class 'float'>\n",
+      "bert sim: 0.3603527247905731 <class 'float'>\n",
+      "bert sim: 0.2766721546649933 <class 'float'>\n",
+      "bert sim: 0.43477120995521545 <class 'float'>\n",
+      "bert sim: 0.4399726688861847 <class 'float'>\n",
+      "bert sim: 0.4380142092704773 <class 'float'>\n",
+      "bert sim: 0.3960948884487152 <class 'float'>\n",
+      "bert sim: 0.38257020711898804 <class 'float'>\n",
+      "bert sim: 0.8290177583694458 <class 'float'>\n",
+      "bert sim: 0.7741308808326721 <class 'float'>\n",
+      "bert sim: 0.7907800078392029 <class 'float'>\n",
+      "bert sim: 0.7918239235877991 <class 'float'>\n",
+      "bert sim: 0.3804926574230194 <class 'float'>\n",
+      "bert sim: 0.38415101170539856 <class 'float'>\n",
+      "bert sim: 0.5362951159477234 <class 'float'>\n",
+      "bert sim: 0.4306938648223877 <class 'float'>\n",
+      "bert sim: 0.38778772950172424 <class 'float'>\n",
+      "bert sim: 0.4026022255420685 <class 'float'>\n",
+      "bert sim: 0.7892797589302063 <class 'float'>\n",
+      "bert sim: 0.8097097873687744 <class 'float'>\n",
+      "bert sim: 0.7406178116798401 <class 'float'>\n",
+      "bert sim: 0.8935352563858032 <class 'float'>\n",
+      "bert sim: 0.7669758200645447 <class 'float'>\n",
+      "bert sim: 0.46104076504707336 <class 'float'>\n",
+      "bert sim: 0.4140711724758148 <class 'float'>\n",
+      "bert sim: 0.9185538291931152 <class 'float'>\n",
+      "bert sim: 0.46104076504707336 <class 'float'>\n",
+      "bert sim: 0.4140711724758148 <class 'float'>\n",
+      "bert sim: 0.9185538291931152 <class 'float'>\n",
+      "bert sim: 0.8395826816558838 <class 'float'>\n",
+      "bert sim: 0.7418571710586548 <class 'float'>\n"
+     ]
+    },
+    {
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[5], line 221\u001b[0m\n\u001b[0;32m    219\u001b[0m sem_sim\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m\u001b[38;5;66;03m#semantic_similarity(ele_u,ele_l)\u001b[39;00m\n\u001b[0;32m    220\u001b[0m lex_sim\u001b[38;5;241m=\u001b[39mlexical_similarity(ele_u,ele_l)\n\u001b[1;32m--> 221\u001b[0m bert_sim\u001b[38;5;241m=\u001b[39m\u001b[43mbert_score_similarity\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[43mele_u\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m[\u001b[49m\u001b[43mele_l\u001b[49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    222\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbert sim:\u001b[39m\u001b[38;5;124m\"\u001b[39m,bert_sim,\u001b[38;5;28mtype\u001b[39m(bert_sim))\n\u001b[0;32m    223\u001b[0m list_of_semantic_similarities\u001b[38;5;241m.\u001b[39mappend(sem_sim)\n",
+      "File \u001b[1;32mc:\\cartella_condivisa\\MachineLearning\\HIISlab\\accessibility\\notebook_miei\\LLM_accessibility_validator\\scripts\\utils.py:35\u001b[0m, in \u001b[0;36mbert_score_similarity\u001b[1;34m(texts1, texts2)\u001b[0m\n\u001b[0;32m     34\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mbert_score_similarity\u001b[39m(texts1, texts2):\n\u001b[1;32m---> 35\u001b[0m     P, R, F1 \u001b[38;5;241m=\u001b[39m \u001b[43mscore\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtexts1\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtexts2\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlang\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43men\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mverbose\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmodel_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mbert-base-uncased\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43mdevice\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdevice\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mcuda\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mif\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcuda\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mis_available\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01melse\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mcpu\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     36\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m F1\u001b[38;5;241m.\u001b[39mitem()\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\bert_score\\score.py:97\u001b[0m, in \u001b[0;36mscore\u001b[1;34m(cands, refs, model_type, num_layers, verbose, idf, device, batch_size, nthreads, all_layers, lang, return_hash, rescale_with_baseline, baseline_path, use_fast_tokenizer)\u001b[0m\n\u001b[0;32m     94\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m num_layers \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m     95\u001b[0m     num_layers \u001b[38;5;241m=\u001b[39m model2layers[model_type]\n\u001b[1;32m---> 97\u001b[0m tokenizer \u001b[38;5;241m=\u001b[39m \u001b[43mget_tokenizer\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel_type\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muse_fast_tokenizer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     98\u001b[0m model \u001b[38;5;241m=\u001b[39m get_model(model_type, num_layers, all_layers)\n\u001b[0;32m     99\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m device \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\bert_score\\utils.py:329\u001b[0m, in \u001b[0;36mget_tokenizer\u001b[1;34m(model_type, use_fast)\u001b[0m\n\u001b[0;32m    326\u001b[0m     model_type \u001b[38;5;241m=\u001b[39m cache_scibert(model_type)\n\u001b[0;32m    328\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m version\u001b[38;5;241m.\u001b[39mparse(trans_version) \u001b[38;5;241m>\u001b[39m\u001b[38;5;241m=\u001b[39m version\u001b[38;5;241m.\u001b[39mparse(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m4.0.0\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[1;32m--> 329\u001b[0m     tokenizer \u001b[38;5;241m=\u001b[39m \u001b[43mAutoTokenizer\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfrom_pretrained\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel_type\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muse_fast\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muse_fast\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    330\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    331\u001b[0m     \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m use_fast, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFast tokenizer is not available for version < 4.0.0\u001b[39m\u001b[38;5;124m\"\u001b[39m\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\transformers\\models\\auto\\tokenization_auto.py:1162\u001b[0m, in \u001b[0;36mAutoTokenizer.from_pretrained\u001b[1;34m(cls, pretrained_model_name_or_path, *inputs, **kwargs)\u001b[0m\n\u001b[0;32m   1160\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m   1161\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m tokenizer_class_py \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m-> 1162\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m tokenizer_class_py\u001b[38;5;241m.\u001b[39mfrom_pretrained(pretrained_model_name_or_path, \u001b[38;5;241m*\u001b[39minputs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m   1163\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m   1164\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m   1165\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThis tokenizer cannot be instantiated. Please make sure you have `sentencepiece` installed \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m   1166\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124min order to use this tokenizer.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m   1167\u001b[0m         )\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\transformers\\tokenization_utils_base.py:2038\u001b[0m, in \u001b[0;36mPreTrainedTokenizerBase.from_pretrained\u001b[1;34m(cls, pretrained_model_name_or_path, cache_dir, force_download, local_files_only, token, revision, trust_remote_code, *init_inputs, **kwargs)\u001b[0m\n\u001b[0;32m   2034\u001b[0m             vocab_files[\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mchat_template_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mtemplate_name\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m   2035\u001b[0m                 \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mCHAT_TEMPLATE_DIR\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m/\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mtemplate_file\u001b[38;5;241m.\u001b[39mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m   2036\u001b[0m             )\n\u001b[0;32m   2037\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m-> 2038\u001b[0m     \u001b[38;5;28;01mfor\u001b[39;00m template \u001b[38;5;129;01min\u001b[39;00m \u001b[43mlist_repo_templates\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m   2039\u001b[0m \u001b[43m        \u001b[49m\u001b[43mpretrained_model_name_or_path\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   2040\u001b[0m \u001b[43m        \u001b[49m\u001b[43mlocal_files_only\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlocal_files_only\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   2041\u001b[0m \u001b[43m        \u001b[49m\u001b[43mrevision\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrevision\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   2042\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcache_dir\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcache_dir\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   2043\u001b[0m \u001b[43m        \u001b[49m\u001b[43mtoken\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   2044\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m:\n\u001b[0;32m   2045\u001b[0m         template \u001b[38;5;241m=\u001b[39m template\u001b[38;5;241m.\u001b[39mremovesuffix(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.jinja\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m   2046\u001b[0m         vocab_files[\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mchat_template_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mtemplate\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mCHAT_TEMPLATE_DIR\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m/\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mtemplate\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.jinja\u001b[39m\u001b[38;5;124m\"\u001b[39m\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\transformers\\utils\\hub.py:167\u001b[0m, in \u001b[0;36mlist_repo_templates\u001b[1;34m(repo_id, local_files_only, revision, cache_dir, token)\u001b[0m\n\u001b[0;32m    165\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m local_files_only:\n\u001b[0;32m    166\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 167\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m [\n\u001b[0;32m    168\u001b[0m             entry\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mremoveprefix(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mCHAT_TEMPLATE_DIR\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m    169\u001b[0m             \u001b[38;5;28;01mfor\u001b[39;00m entry \u001b[38;5;129;01min\u001b[39;00m list_repo_tree(\n\u001b[0;32m    170\u001b[0m                 repo_id\u001b[38;5;241m=\u001b[39mrepo_id,\n\u001b[0;32m    171\u001b[0m                 revision\u001b[38;5;241m=\u001b[39mrevision,\n\u001b[0;32m    172\u001b[0m                 path_in_repo\u001b[38;5;241m=\u001b[39mCHAT_TEMPLATE_DIR,\n\u001b[0;32m    173\u001b[0m                 recursive\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[0;32m    174\u001b[0m                 token\u001b[38;5;241m=\u001b[39mtoken,\n\u001b[0;32m    175\u001b[0m             )\n\u001b[0;32m    176\u001b[0m             \u001b[38;5;28;01mif\u001b[39;00m entry\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mendswith(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.jinja\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m    177\u001b[0m         ]\n\u001b[0;32m    178\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m (GatedRepoError, RepositoryNotFoundError, RevisionNotFoundError):\n\u001b[0;32m    179\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m  \u001b[38;5;66;03m# valid errors => do not catch\u001b[39;00m\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\transformers\\utils\\hub.py:167\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m    165\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m local_files_only:\n\u001b[0;32m    166\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 167\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m [\n\u001b[0;32m    168\u001b[0m             entry\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mremoveprefix(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mCHAT_TEMPLATE_DIR\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m    169\u001b[0m             \u001b[38;5;28;01mfor\u001b[39;00m entry \u001b[38;5;129;01min\u001b[39;00m list_repo_tree(\n\u001b[0;32m    170\u001b[0m                 repo_id\u001b[38;5;241m=\u001b[39mrepo_id,\n\u001b[0;32m    171\u001b[0m                 revision\u001b[38;5;241m=\u001b[39mrevision,\n\u001b[0;32m    172\u001b[0m                 path_in_repo\u001b[38;5;241m=\u001b[39mCHAT_TEMPLATE_DIR,\n\u001b[0;32m    173\u001b[0m                 recursive\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[0;32m    174\u001b[0m                 token\u001b[38;5;241m=\u001b[39mtoken,\n\u001b[0;32m    175\u001b[0m             )\n\u001b[0;32m    176\u001b[0m             \u001b[38;5;28;01mif\u001b[39;00m entry\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mendswith(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.jinja\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m    177\u001b[0m         ]\n\u001b[0;32m    178\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m (GatedRepoError, RepositoryNotFoundError, RevisionNotFoundError):\n\u001b[0;32m    179\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m  \u001b[38;5;66;03m# valid errors => do not catch\u001b[39;00m\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\huggingface_hub\\hf_api.py:3177\u001b[0m, in \u001b[0;36mHfApi.list_repo_tree\u001b[1;34m(self, repo_id, path_in_repo, recursive, expand, revision, repo_type, token)\u001b[0m\n\u001b[0;32m   3175\u001b[0m encoded_path_in_repo \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m quote(path_in_repo, safe\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m path_in_repo \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m   3176\u001b[0m tree_url \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mendpoint\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m/api/\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mrepo_type\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124ms/\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mrepo_id\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m/tree/\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mrevision\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00mencoded_path_in_repo\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m-> 3177\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m path_info \u001b[38;5;129;01min\u001b[39;00m paginate(path\u001b[38;5;241m=\u001b[39mtree_url, headers\u001b[38;5;241m=\u001b[39mheaders, params\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrecursive\u001b[39m\u001b[38;5;124m\"\u001b[39m: recursive, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mexpand\u001b[39m\u001b[38;5;124m\"\u001b[39m: expand}):\n\u001b[0;32m   3178\u001b[0m     \u001b[38;5;28;01myield\u001b[39;00m (RepoFile(\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mpath_info) \u001b[38;5;28;01mif\u001b[39;00m path_info[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtype\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfile\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m RepoFolder(\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mpath_info))\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\huggingface_hub\\utils\\_pagination.py:36\u001b[0m, in \u001b[0;36mpaginate\u001b[1;34m(path, params, headers)\u001b[0m\n\u001b[0;32m     28\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Fetch a list of models/datasets/spaces and paginate through results.\u001b[39;00m\n\u001b[0;32m     29\u001b[0m \n\u001b[0;32m     30\u001b[0m \u001b[38;5;124;03mThis is using the same \"Link\" header format as GitHub.\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     33\u001b[0m \u001b[38;5;124;03m- https://docs.github.com/en/rest/guides/traversing-with-pagination#link-header\u001b[39;00m\n\u001b[0;32m     34\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m     35\u001b[0m session \u001b[38;5;241m=\u001b[39m get_session()\n\u001b[1;32m---> 36\u001b[0m r \u001b[38;5;241m=\u001b[39m \u001b[43msession\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mparams\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mparams\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     37\u001b[0m hf_raise_for_status(r)\n\u001b[0;32m     38\u001b[0m \u001b[38;5;28;01myield from\u001b[39;00m r\u001b[38;5;241m.\u001b[39mjson()\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\requests\\sessions.py:602\u001b[0m, in \u001b[0;36mSession.get\u001b[1;34m(self, url, **kwargs)\u001b[0m\n\u001b[0;32m    594\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124;03m\"\"\"Sends a GET request. Returns :class:`Response` object.\u001b[39;00m\n\u001b[0;32m    595\u001b[0m \n\u001b[0;32m    596\u001b[0m \u001b[38;5;124;03m:param url: URL for the new :class:`Request` object.\u001b[39;00m\n\u001b[0;32m    597\u001b[0m \u001b[38;5;124;03m:param \\*\\*kwargs: Optional arguments that ``request`` takes.\u001b[39;00m\n\u001b[0;32m    598\u001b[0m \u001b[38;5;124;03m:rtype: requests.Response\u001b[39;00m\n\u001b[0;32m    599\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m    601\u001b[0m kwargs\u001b[38;5;241m.\u001b[39msetdefault(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallow_redirects\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m--> 602\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrequest(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mGET\u001b[39m\u001b[38;5;124m\"\u001b[39m, url, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\requests\\sessions.py:589\u001b[0m, in \u001b[0;36mSession.request\u001b[1;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[0;32m    584\u001b[0m send_kwargs \u001b[38;5;241m=\u001b[39m {\n\u001b[0;32m    585\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtimeout\u001b[39m\u001b[38;5;124m\"\u001b[39m: timeout,\n\u001b[0;32m    586\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallow_redirects\u001b[39m\u001b[38;5;124m\"\u001b[39m: allow_redirects,\n\u001b[0;32m    587\u001b[0m }\n\u001b[0;32m    588\u001b[0m send_kwargs\u001b[38;5;241m.\u001b[39mupdate(settings)\n\u001b[1;32m--> 589\u001b[0m resp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msend(prep, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39msend_kwargs)\n\u001b[0;32m    591\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m resp\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\requests\\sessions.py:724\u001b[0m, in \u001b[0;36mSession.send\u001b[1;34m(self, request, **kwargs)\u001b[0m\n\u001b[0;32m    721\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m allow_redirects:\n\u001b[0;32m    722\u001b[0m     \u001b[38;5;66;03m# Redirect resolving generator.\u001b[39;00m\n\u001b[0;32m    723\u001b[0m     gen \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresolve_redirects(r, request, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m--> 724\u001b[0m     history \u001b[38;5;241m=\u001b[39m [resp \u001b[38;5;28;01mfor\u001b[39;00m resp \u001b[38;5;129;01min\u001b[39;00m gen]\n\u001b[0;32m    725\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    726\u001b[0m     history \u001b[38;5;241m=\u001b[39m []\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\requests\\sessions.py:724\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m    721\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m allow_redirects:\n\u001b[0;32m    722\u001b[0m     \u001b[38;5;66;03m# Redirect resolving generator.\u001b[39;00m\n\u001b[0;32m    723\u001b[0m     gen \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresolve_redirects(r, request, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m--> 724\u001b[0m     history \u001b[38;5;241m=\u001b[39m [resp \u001b[38;5;28;01mfor\u001b[39;00m resp \u001b[38;5;129;01min\u001b[39;00m gen]\n\u001b[0;32m    725\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    726\u001b[0m     history \u001b[38;5;241m=\u001b[39m []\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\requests\\sessions.py:265\u001b[0m, in \u001b[0;36mSessionRedirectMixin.resolve_redirects\u001b[1;34m(self, resp, req, stream, timeout, verify, cert, proxies, yield_requests, **adapter_kwargs)\u001b[0m\n\u001b[0;32m    263\u001b[0m     \u001b[38;5;28;01myield\u001b[39;00m req\n\u001b[0;32m    264\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 265\u001b[0m     resp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msend(\n\u001b[0;32m    266\u001b[0m         req,\n\u001b[0;32m    267\u001b[0m         stream\u001b[38;5;241m=\u001b[39mstream,\n\u001b[0;32m    268\u001b[0m         timeout\u001b[38;5;241m=\u001b[39mtimeout,\n\u001b[0;32m    269\u001b[0m         verify\u001b[38;5;241m=\u001b[39mverify,\n\u001b[0;32m    270\u001b[0m         cert\u001b[38;5;241m=\u001b[39mcert,\n\u001b[0;32m    271\u001b[0m         proxies\u001b[38;5;241m=\u001b[39mproxies,\n\u001b[0;32m    272\u001b[0m         allow_redirects\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[0;32m    273\u001b[0m         \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39madapter_kwargs,\n\u001b[0;32m    274\u001b[0m     )\n\u001b[0;32m    276\u001b[0m     extract_cookies_to_jar(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcookies, prepared_request, resp\u001b[38;5;241m.\u001b[39mraw)\n\u001b[0;32m    278\u001b[0m     \u001b[38;5;66;03m# extract redirect url, if any, for the next loop\u001b[39;00m\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\requests\\sessions.py:703\u001b[0m, in \u001b[0;36mSession.send\u001b[1;34m(self, request, **kwargs)\u001b[0m\n\u001b[0;32m    700\u001b[0m start \u001b[38;5;241m=\u001b[39m preferred_clock()\n\u001b[0;32m    702\u001b[0m \u001b[38;5;66;03m# Send the request\u001b[39;00m\n\u001b[1;32m--> 703\u001b[0m r \u001b[38;5;241m=\u001b[39m adapter\u001b[38;5;241m.\u001b[39msend(request, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m    705\u001b[0m \u001b[38;5;66;03m# Total elapsed time of the request (approximately)\u001b[39;00m\n\u001b[0;32m    706\u001b[0m elapsed \u001b[38;5;241m=\u001b[39m preferred_clock() \u001b[38;5;241m-\u001b[39m start\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\huggingface_hub\\utils\\_http.py:96\u001b[0m, in \u001b[0;36mUniqueRequestIdAdapter.send\u001b[1;34m(self, request, *args, **kwargs)\u001b[0m\n\u001b[0;32m     94\u001b[0m     logger\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSend: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m_curlify(request)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m     95\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m---> 96\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39msend(request, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m     97\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mRequestException \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m     98\u001b[0m     request_id \u001b[38;5;241m=\u001b[39m request\u001b[38;5;241m.\u001b[39mheaders\u001b[38;5;241m.\u001b[39mget(X_AMZN_TRACE_ID)\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\requests\\adapters.py:644\u001b[0m, in \u001b[0;36mHTTPAdapter.send\u001b[1;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[0;32m    641\u001b[0m     timeout \u001b[38;5;241m=\u001b[39m TimeoutSauce(connect\u001b[38;5;241m=\u001b[39mtimeout, read\u001b[38;5;241m=\u001b[39mtimeout)\n\u001b[0;32m    643\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 644\u001b[0m     resp \u001b[38;5;241m=\u001b[39m \u001b[43mconn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43murlopen\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m    645\u001b[0m \u001b[43m        \u001b[49m\u001b[43mmethod\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    646\u001b[0m \u001b[43m        \u001b[49m\u001b[43murl\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    647\u001b[0m \u001b[43m        \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    648\u001b[0m \u001b[43m        \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    649\u001b[0m \u001b[43m        \u001b[49m\u001b[43mredirect\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m    650\u001b[0m \u001b[43m        \u001b[49m\u001b[43massert_same_host\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m    651\u001b[0m \u001b[43m        \u001b[49m\u001b[43mpreload_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m    652\u001b[0m \u001b[43m        \u001b[49m\u001b[43mdecode_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m    653\u001b[0m \u001b[43m        \u001b[49m\u001b[43mretries\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmax_retries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    654\u001b[0m \u001b[43m        \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    655\u001b[0m \u001b[43m        \u001b[49m\u001b[43mchunked\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunked\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    656\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    658\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (ProtocolError, \u001b[38;5;167;01mOSError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[0;32m    659\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m(err, request\u001b[38;5;241m=\u001b[39mrequest)\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\urllib3\\connectionpool.py:787\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[1;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, preload_content, decode_content, **response_kw)\u001b[0m\n\u001b[0;32m    784\u001b[0m response_conn \u001b[38;5;241m=\u001b[39m conn \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m release_conn \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m    786\u001b[0m \u001b[38;5;66;03m# Make the request on the HTTPConnection object\u001b[39;00m\n\u001b[1;32m--> 787\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_make_request(\n\u001b[0;32m    788\u001b[0m     conn,\n\u001b[0;32m    789\u001b[0m     method,\n\u001b[0;32m    790\u001b[0m     url,\n\u001b[0;32m    791\u001b[0m     timeout\u001b[38;5;241m=\u001b[39mtimeout_obj,\n\u001b[0;32m    792\u001b[0m     body\u001b[38;5;241m=\u001b[39mbody,\n\u001b[0;32m    793\u001b[0m     headers\u001b[38;5;241m=\u001b[39mheaders,\n\u001b[0;32m    794\u001b[0m     chunked\u001b[38;5;241m=\u001b[39mchunked,\n\u001b[0;32m    795\u001b[0m     retries\u001b[38;5;241m=\u001b[39mretries,\n\u001b[0;32m    796\u001b[0m     response_conn\u001b[38;5;241m=\u001b[39mresponse_conn,\n\u001b[0;32m    797\u001b[0m     preload_content\u001b[38;5;241m=\u001b[39mpreload_content,\n\u001b[0;32m    798\u001b[0m     decode_content\u001b[38;5;241m=\u001b[39mdecode_content,\n\u001b[0;32m    799\u001b[0m     \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mresponse_kw,\n\u001b[0;32m    800\u001b[0m )\n\u001b[0;32m    802\u001b[0m \u001b[38;5;66;03m# Everything went great!\u001b[39;00m\n\u001b[0;32m    803\u001b[0m clean_exit \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\urllib3\\connectionpool.py:534\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[1;34m(self, conn, method, url, body, headers, retries, timeout, chunked, response_conn, preload_content, decode_content, enforce_content_length)\u001b[0m\n\u001b[0;32m    532\u001b[0m \u001b[38;5;66;03m# Receive the response from the server\u001b[39;00m\n\u001b[0;32m    533\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 534\u001b[0m     response \u001b[38;5;241m=\u001b[39m \u001b[43mconn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetresponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    535\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (BaseSSLError, \u001b[38;5;167;01mOSError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m    536\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_raise_timeout(err\u001b[38;5;241m=\u001b[39me, url\u001b[38;5;241m=\u001b[39murl, timeout_value\u001b[38;5;241m=\u001b[39mread_timeout)\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\site-packages\\urllib3\\connection.py:565\u001b[0m, in \u001b[0;36mHTTPConnection.getresponse\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    562\u001b[0m _shutdown \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msock, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshutdown\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[0;32m    564\u001b[0m \u001b[38;5;66;03m# Get the response from http.client.HTTPConnection\u001b[39;00m\n\u001b[1;32m--> 565\u001b[0m httplib_response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetresponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    567\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m    568\u001b[0m     assert_header_parsing(httplib_response\u001b[38;5;241m.\u001b[39mmsg)\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\http\\client.py:1375\u001b[0m, in \u001b[0;36mHTTPConnection.getresponse\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m   1373\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m   1374\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m-> 1375\u001b[0m         \u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbegin\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1376\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m:\n\u001b[0;32m   1377\u001b[0m         \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mclose()\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\http\\client.py:318\u001b[0m, in \u001b[0;36mHTTPResponse.begin\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    316\u001b[0m \u001b[38;5;66;03m# read until we get a non-100 response\u001b[39;00m\n\u001b[0;32m    317\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[1;32m--> 318\u001b[0m     version, status, reason \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_read_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    319\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m status \u001b[38;5;241m!=\u001b[39m CONTINUE:\n\u001b[0;32m    320\u001b[0m         \u001b[38;5;28;01mbreak\u001b[39;00m\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\http\\client.py:279\u001b[0m, in \u001b[0;36mHTTPResponse._read_status\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    278\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m_read_status\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m--> 279\u001b[0m     line \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreadline\u001b[49m\u001b[43m(\u001b[49m\u001b[43m_MAXLINE\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miso-8859-1\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m    280\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(line) \u001b[38;5;241m>\u001b[39m _MAXLINE:\n\u001b[0;32m    281\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m LineTooLong(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstatus line\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\socket.py:717\u001b[0m, in \u001b[0;36mSocketIO.readinto\u001b[1;34m(self, b)\u001b[0m\n\u001b[0;32m    715\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m    716\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 717\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sock\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrecv_into\u001b[49m\u001b[43m(\u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    718\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m timeout:\n\u001b[0;32m    719\u001b[0m         \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_timeout_occurred \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\ssl.py:1307\u001b[0m, in \u001b[0;36mSSLSocket.recv_into\u001b[1;34m(self, buffer, nbytes, flags)\u001b[0m\n\u001b[0;32m   1303\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m flags \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m   1304\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m   1305\u001b[0m           \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnon-zero flags not allowed in calls to recv_into() on \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m\n\u001b[0;32m   1306\u001b[0m           \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__class__\u001b[39m)\n\u001b[1;32m-> 1307\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnbytes\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbuffer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1308\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m   1309\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39mrecv_into(buffer, nbytes, flags)\n",
+      "File \u001b[1;32mc:\\Users\\nicola\\anaconda3\\envs\\accessibility\\lib\\ssl.py:1163\u001b[0m, in \u001b[0;36mSSLSocket.read\u001b[1;34m(self, len, buffer)\u001b[0m\n\u001b[0;32m   1161\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m   1162\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m buffer \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m-> 1163\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sslobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbuffer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1164\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m   1165\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sslobj\u001b[38;5;241m.\u001b[39mread(\u001b[38;5;28mlen\u001b[39m)\n",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
      ]
     }
    ],
diff --git a/scripts/utils.py b/scripts/utils.py
index bf9f5a8..e0aa657 100644
--- a/scripts/utils.py
+++ b/scripts/utils.py
@@ -33,4 +33,4 @@ def lexical_similarity(text1, text2):
 
 def bert_score_similarity(texts1, texts2):
     P, R, F1 = score(texts1, texts2, lang='en', verbose=False, model_type='bert-base-uncased',device=torch.device('cuda' if torch.cuda.is_available() else 'cpu'))
-    return F1.numpy()
\ No newline at end of file
+    return F1.item()
\ No newline at end of file