Create README.md

README.md

@@ -0,0 +1,20 @@
+# ISL-SBERT small
+
+Sentence transformer, trained using unsupervised technique, TSDAE. The models take in an Icelandic text and creates sentence embeddings from it.
+
+Based off of this [article](https://www.pinecone.io/learn/unsupervised-training-sentence-transformers/)
+
+
+## Data
+
+the model was trained on 100_000 sentences selected at random from clarin-is: [unanotated news2 from IGC(RMH)](https://repository.clarin.is/repository/xmlui/handle/20.500.12537/238)
+
+to install the data, run the following command:
+
+```bash
+curl --remote-name-all https://repository.clarin.is/repository/xmlui/bitstream/handle/20.500.12537/238{/IGC-News2-22.10.TEI.zip}
+```
+
+## Author
+
+Sigurður Haukur Birgisson