Update README.md

README.md

@@ -23,8 +23,9 @@ widget:
 - source_sentence: Cats usually hate dogs.
   sentences:
   - Куда вы ходили в прошлое воскресенье?
-  - The bottles of beer that I brought to the party were redundant; the host's family
-    owned a brewery.
+  - >-
+    The bottles of beer that I brought to the party were redundant; the host's
+    family owned a brewery.
   - Mir tut der Arm weh.
 - source_sentence: How foolish I was not to discover that simple lie!
   sentences:
@@ -36,6 +37,7 @@ widget:
   - Το σχολείο μας έχει εννιά τάξεις.
   - When applying to American universities, your TOEFL score is only one factor.
   - Je n'ai pas encore pris ma décision.
+license: mit
 ---
 
 # SentenceTransformer based on agentlans/multilingual-e5-small-aligned
@@ -43,7 +45,8 @@ widget:
 This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [agentlans/multilingual-e5-small-aligned](https://huggingface.co/agentlans/multilingual-e5-small-aligned). It maps sentences & paragraphs to a 384-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
 
 - One of the smallest multilingual embedding models on Huggingface
-- Further finetuned on 1,000,000 randomly selected sentence pairs downloaded from Tatoeba 2024-09-26
+- This model is aligned which means translations have similar embeddings compared to unrelated sentences
+- Finetuned on 1,000,000 randomly selected sentence pairs downloaded from Tatoeba 2024-09-26
   - Includes pairs where one or both sentences are non-English
   - For each pair, two negative examples were generated