Update README.md

README.md

@@ -5,14 +5,24 @@ tags:
 - feature-extraction
 - sentence-similarity
 - transformers
-
+language:
+- is
 ---
 
-# {MODEL_NAME}
+# Icelandic SBERT for Sentence Embedding
 
 This is a [sentence-transformers](https://www.SBERT.net) model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.
 
-<!--- Describe your model here -->
+## Data
+
+The model was trained on 600 000 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}
+```
 
 ## Usage (Sentence-Transformers)
 
@@ -82,9 +92,9 @@ The model was trained with the parameters:
 
 **DataLoader**:
 
-`torch.utils.data.dataloader.DataLoader` of length 210819 with parameters:
+`torch.utils.data.dataloader.DataLoader` of length 150000 with parameters:
 ```
-{'batch_size': 3, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
+{'batch_size': 2, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
 ```
 
 **Loss**:
@@ -120,4 +130,5 @@ SentenceTransformer(
 
 ## Citing & Authors
 
-<!--- Describe where people can find more information -->
+<!--- Describe where people can find more information -->
+Sigurdur Haukur Birgisson