diff --git a/cw/085_word2vec_oraz_biblioteki_NLP.ipynb b/cw/085_word2vec_oraz_biblioteki_NLP.ipynb
index 8663477..4201acf 100644
--- a/cw/085_word2vec_oraz_biblioteki_NLP.ipynb
+++ b/cw/085_word2vec_oraz_biblioteki_NLP.ipynb
@@ -24,9 +24,9 @@
      "output_type": "stream",
      "text": [
       "Requirement already satisfied: gensim in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (4.2.0)\n",
-      "Requirement already satisfied: numpy>=1.17.0 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (1.22.3)\n",
+      "Requirement already satisfied: smart-open>=1.8.1 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (6.0.0)\n",
       "Requirement already satisfied: scipy>=0.18.1 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (1.8.0)\n",
-      "Requirement already satisfied: smart-open>=1.8.1 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (6.0.0)\n"
+      "Requirement already satisfied: numpy>=1.17.0 in /home/kuba/anaconda3/envs/zajeciaei/lib/python3.10/site-packages (from gensim) (1.22.3)\n"
      ]
     }
    ],
@@ -52,7 +52,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/tmp/ipykernel_62420/1831104553.py:2: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n",
+      "/tmp/ipykernel_5965/1831104553.py:2: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n",
       "  from IPython.core.display import display, HTML\n"
      ]
     }
@@ -652,7 +652,7 @@
       "Read 3M words\n",
       "Number of words:  275356\n",
       "Number of labels: 20\n",
-      "Progress: 100.0% words/sec/thread: 1103389 lr:  0.000000 avg.loss:  0.817102 ETA:   0h 0m 0s\n"
+      "Progress: 100.0% words/sec/thread: 1010736 lr:  0.000000 avg.loss:  0.817885 ETA:   0h 0m 0s\n"
      ]
     }
    ],
@@ -687,7 +687,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "0.7199946893255443\r\n"
+      "0.719198088157196\r\n"
      ]
     }
    ],
@@ -695,6 +695,16 @@
     "!geval  --metric Accuracy -o ss_20_newsgroup_test_pred_label_only -e 20_newsgroup_test_targets"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Zadanie\n",
+    "\n",
+    "\n",
+    "Ireland news na gonito. Proszę użyć gotowej biblioteki, innej niż w sklearn (np starspace, fasttext, vw).  Reguły jak zawsze. Wynik powyżej 55 accuracy. "
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,