Update README.md

README.md

@@ -3,3 +3,47 @@ license: cc-by-sa-4.0
 language:
 - tig
 ---
+pip install gensim
+pip install fasttext huggingface_hub
+from huggingface_hub import hf_hub_download
+import fasttext
+
+
+from huggingface_hub import hf_hub_download
+from gensim.models import KeyedVectors
+
+vec_path = hf_hub_download(
+    repo_id="BeitTigreAI/tigre-data-fasttext",
+    filename="tigre.vec",
+    repo_type="dataset"    
+)
+
+model = KeyedVectors.load_word2vec_format(vec_path, binary=False)
+print(model.most_similar("ቤት"))
+print(model.most_similar("ዋልዳይት"))
+
+---
+[('ወቤት', 0.5403133630752563), ('ሐደክዉ', 0.5009863972663879), ('ኢመሓዛትካ', 0.4794275760650635), ('ለቤት', 0.47765740752220154), ('ከቤት', 0.4470037817955017), ('ለብርሂ', 0.41692110896110535), ('ከሺነት', 0.4148196578025818), ('ከሺነትነ', 0.41287708282470703), ('ወንጌላይት', 0.410333514213562), ('ወንጌላይ', 0.40985122323036194)]
+[('ዋልዳይትተ', 0.9436762928962708), ('ዋልዳይትናመ', 0.9374170303344727), ('ከዋልዳይት', 0.9302672147750854), ('ዋልዳይትኪ', 0.9297484755516052), ('ዋልዳይትቼ', 0.922221302986145), ('ዋልዳይትነ', 0.9221974611282349), ('ዋልዳይትመ', 0.9156748652458191), ('ዋልዳይትኩም', 0.9076657891273499), ('ዋልዳይትዬ', 0.8774775266647339), ('ዋልዳይትከ', 0.8705683350563049)]
+---
+
+from huggingface_hub import hf_hub_download
+import fasttext
+
+bin_path = hf_hub_download(
+    repo_id="BeitTigreAI/tigre-data-fasttext",
+    filename="tig.bin",
+    repo_type="dataset"   
+)
+
+ft = fasttext.load_model(bin_path)
+
+print(ft.get_word_vector("ሻም")[:10])
+print(ft.get_nearest_neighbors("ሻም"))
+
+---
+
+[-2.2306004   4.1328444  -1.307913    1.390595   -3.1971953  -1.213482
+  0.45558256 -2.998946   -0.79585505 -0.26456892]
+[(0.5539113879203796, 'ሻማት'), (0.5307868719100952, 'ዴሪር'), (0.4694315791130066, 'ሕዋሌሻም'), (0.46039608120918274, 'ምልህዮት'), (0.45820483565330505, 'ወሻም'), (0.45434507727622986, 'ከምልህዮት'), (0.45119181275367737, 'ለምልህዮት'), (0.4460937976837158, 'ሻሙ'), (0.43825647234916687, 'ሻሞም'), (0.4371178150177002, 'ወረአየት')]
+