Add new SentenceTransformer model.

README.md

@@ -11,40 +11,35 @@ tags:
 base_model: sentence-transformers/all-MiniLM-L6-v2
 datasets: []
 widget:
-- source_sentence: Truck production was added in May 1993.
-  sentences:
-  - Commercial DNP is unable to be utilized as an antiseptic or as a non-selective
-    bioaccumulating pesticide.
-  - Research has suggested that the attentional focus is variable in size.
-  - Truck creation was removed in May 1993.
-- source_sentence: This theory is controversial and has been rejected by other researchers.
+- source_sentence: The Turkish language is an official language of the republic.
   sentences:
   - The problem of head-of-line blocking using Virtual Output Queues was discussed
     in the paper.
-  - The theory has been rejected by other researchers.
-  - Omaha Public Power District (OPPD) is considered the state's smallest purchaser
-    of wind energy.
-- source_sentence: In Yunnan, China, several ethnic minority groups produce Rushan
-    and Rubing from cow's milk.
+  - He had also written Sonnets in Urdu.
+  - The Turkish language is an official language of the republic, alongside the Greek
+    language.
+- source_sentence: Spinal locks and cervical locks are allowed and mandatory in IBJJF
+    Brazilian jiu-jitsu competitions.
+  sentences:
+  - He was the head baseball coach at Louisiana State University.
+  - Spinal locks and cervical locks are forbidden in IBJJF Brazilian jiu-jitsu competitions.
+  - It must be taken at the start of the main meal.
+- source_sentence: The blood samples tested positive for sarin.
   sentences:
-  - In Yunnan, China, only the ethnic majority groups produce Rushan and Rubing from
-    cow's milk.
-  - I have always used corded headsets and the freedom from the wireless is very helpful.
-  - In 2014, Nextgen fails to achieve KLAS Top Performance Honors for Ambulatory RCM
-    Services.
-- source_sentence: The sultan Muhammad al-Nasir Ibn Qalawun demolished the minaret
-    permanently after an earthquake in October 1318.
+  - The blood samples tested negative for sarin.
+  - It was an inexpensive piece, but I would still have expected better quality.
+  - Additionally, a church at San Lazaro in Orange Walk District suffered severe damage.
+- source_sentence: Several small groups claim to continue to practice this faith.
   sentences:
+  - He only extensively held a position of Visiting Lecturer at UCLA in 1967.
   - Six other dams were unsuccessful that day, two were small and four were minor
     in size.
-  - This store was not featured in the SavaCentre TV promotions in 1983.
-  - The sultan Muhammad al-Nasir Ibn Qalawun renovated the minaret after an earthquake
-    in October 1318.
-- source_sentence: It must be taken at the start of main meals to have maximal effect.
+  - All tiny groups claim to continue to practice this faith.
+- source_sentence: The wings are diffuse with scales.
   sentences:
-  - It must be taken at the start of the main meal.
-  - My name is important.
-  - The species is named in honor of the divorce of Sara Anderson and Malcolm Slaney.
+  - The wings are pale greenish brown, diffused with blackish scales.
+  - The theory has been rejected by other researchers.
+  - His views were in a minority at the Westminster Assembly.
 pipeline_tag: sentence-similarity
 ---
 
@@ -98,9 +93,9 @@ from sentence_transformers import SentenceTransformer
 model = SentenceTransformer("LeoChiuu/all-MiniLM-L6-v2-negations")
 # Run inference
 sentences = [
-    'It must be taken at the start of main meals to have maximal effect.',
-    'It must be taken at the start of the main meal.',
-    'The species is named in honor of the divorce of Sara Anderson and Malcolm Slaney.',
+    'The wings are diffuse with scales.',
+    'The wings are pale greenish brown, diffused with blackish scales.',
+    'His views were in a minority at the Westminster Assembly.',
 ]
 embeddings = model.encode(sentences)
 print(embeddings.shape)
@@ -163,11 +158,11 @@ You can finetune this model on your own dataset.
   | type    | string                                                                            | string                                                                            | int                                             |
   | details | <ul><li>min: 9 tokens</li><li>mean: 16.36 tokens</li><li>max: 39 tokens</li></ul> | <ul><li>min: 7 tokens</li><li>mean: 16.55 tokens</li><li>max: 43 tokens</li></ul> | <ul><li>0: ~61.33%</li><li>1: ~38.67%</li></ul> |
 * Samples:
-  | sentence_0                                                                                        | sentence_1                                                                                            | label          |
-  |:--------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------|:---------------|
-  | <code>And I tell you something, it's fair.</code>                                                 | <code>And I tell you something, it's not fair.</code>                                                 | <code>0</code> |
-  | <code>The meeting was commemorated with his image on a stamp from the Vatican post office.</code> | <code>The meeting was commemorated with only his name on a stamp from the Vatican post office.</code> | <code>0</code> |
-  | <code>On June 22, 2009, the SEC also filed civil fraud charges.</code>                            | <code>On June 22, 2009, the SEC kept itself from filing civil fraud charges.</code>                   | <code>0</code> |
+  | sentence_0                                                                                      | sentence_1                                                                                     | label          |
+  |:------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------|:---------------|
+  | <code>It is just very clean when burned.</code>                                                 | <code>It is also very dirty when burned.</code>                                                | <code>0</code> |
+  | <code>The blood samples tested positive for sarin.</code>                                       | <code>The blood samples tested negative for sarin.</code>                                      | <code>0</code> |
+  | <code>The species is named in honor of the marriage of Sara Anderson and Malcolm Slaney.</code> | <code>The species is named in honor of the divorce of Sara Anderson and Malcolm Slaney.</code> | <code>0</code> |
 * Loss: [<code>CosineSimilarityLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cosinesimilarityloss) with these parameters:
   ```json
   {

model.safetensors

@@ -1,3 +1,3 @@
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+oid sha256:d1e850db87326cab13d251334d8aee003b996ef914ddf45950fc06f56a999f81
 size 90864192