Update README.md

README.md

@@ -14,39 +14,53 @@ widget:
   sentences:
   - How can we reduce delay in wowza live stream?
   - Did India meet Abdul Kalam's 2020 vision so far?
-  - Why US people supporting a old woman president despite a lots of the young men?
-- source_sentence: He also met Theodoros Kolokotronis , whom he began to admire later
-    .
+  - >-
+    Why US people supporting a old woman president despite a lots of the young
+    men?
+- source_sentence: He also met Theodoros Kolokotronis , whom he began to admire later .
   sentences:
   - How do you make pancakes without the batter?
-  - 'The original team was produced by the writer Sal Buscema and artist Roy Thomas
-    in `` The Avengers '''' # 71 ( December 1969 ) .'
+  - >-
+    The original team was produced by the writer Sal Buscema and artist Roy
+    Thomas in `` The Avengers '' # 71 ( December 1969 ) .
   - He also met Theodoros Kolokotronis , whom he later came to admire .
-- source_sentence: To enable phone networks to monitor usage, Carrier IQ is a common
+- source_sentence: >-
+    To enable phone networks to monitor usage, Carrier IQ is a common
     pre-installed feature on U.S. handsets.
   sentences:
   - What does the Pope do?
-  - Carrier IQ is installed as standard on many U.S. handsets to allow phone networks
-    to monitor usage.
+  - >-
+    Carrier IQ is installed as standard on many U.S. handsets to allow phone
+    networks to monitor usage.
   - Is the risk of disease higher with dead rats than with live ones?
-- source_sentence: Many other individuals, communities, and countries perceive "black"
-    as a derogatory, outdated, reductionist, or otherwise unrepresentative label,
-    and as a result, it is neither used nor defined.
+- source_sentence: >-
+    Many other individuals, communities, and countries perceive "black" as a
+    derogatory, outdated, reductionist, or otherwise unrepresentative label, and
+    as a result, it is neither used nor defined.
   sentences:
   - Have you been friendzoned?
-  - According to Sandoval, Raul Jr. fled from the car but was allegedly shot in the
-    back.
+  - >-
+    According to Sandoval, Raul Jr. fled from the car but was allegedly shot in
+    the back.
   - Do you lose nutrients & calories when you have diarrhea?
-- source_sentence: 'While holidaying with her partner and his son, Mrs Searle, an
-    administrator, stated: ''If I had been informed, I would have instructed her to
-    desist.'''
+- source_sentence: >-
+    While holidaying with her partner and his son, Mrs Searle, an administrator,
+    stated: 'If I had been informed, I would have instructed her to desist.'
   sentences:
-  - Mechanical digestion involves breaking down large food pieces into smaller ones
-    that can be acted upon by digestive enzymes.
-  - From prehistoric times, the region was home to tribes such as the Koilis, Halis,
-    Dagis, Dhaugris, Dasa, Khasas, Kinnars, and Kirats.
-  - 'Mrs Searle, an administrator, who was on holiday with her partner and his son,
-    added: ''If I had known I would have told her to stop.'
+  - >-
+    Mechanical digestion involves breaking down large food pieces into smaller
+    ones that can be acted upon by digestive enzymes.
+  - >-
+    From prehistoric times, the region was home to tribes such as the Koilis,
+    Halis, Dagis, Dhaugris, Dasa, Khasas, Kinnars, and Kirats.
+  - >-
+    Mrs Searle, an administrator, who was on holiday with her partner and his
+    son, added: 'If I had known I would have told her to stop.
+license: mit
+datasets:
+- agentlans/sentence-paraphrases
+language:
+- en
 ---
 
 # SentenceTransformer based on agentlans/deberta-v3-base-zyda-2
@@ -54,7 +68,7 @@ widget:
 This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [agentlans/deberta-v3-base-zyda-2](https://huggingface.co/agentlans/deberta-v3-base-zyda-2). It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
 
 This model has been finetuned on the [agentlans/sentence-paraphrases](https://huggingface.co/datasets/agentlans/sentence-paraphrases) dataset.
-- Text lengths were truncated to 500 characters to save VRAM
+- Text were truncated to 500 characters to save VRAM.
 - Two negative examples were generated for each row in the dataset.
 
 ## Model Details