Update Readme

README.md

@@ -317,8 +317,9 @@ pipeline_tag: sentence-similarity
 library_name: sentence-transformers
 ---
 
-# Beep boop
+# Jade-modernbert-ft 
 
+`internally on leaderboard known as jade-ft-14-bert`
 This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [nomic-ai/modernbert-embed-base](https://huggingface.co/nomic-ai/modernbert-embed-base) on the jade_embeddings_train_25.04.04 dataset. 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.
 
 ## Model Details
@@ -436,7 +437,10 @@ You can finetune this model on your own dataset.
   | anchor                                                                  | positive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
   |:------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
   | <code>What is the format for defining a Byte constant in JADE?</code>   | <code>##### Constant Definition Tips<br><br>When defining a constant value, the value of a constant can be a simple literal value or an expression constructed using literals and other constants.  For details about literal types, see "[Literals](../../devref/ch1languageref/literals.htm#literalsexpr)", in Chapter - 1 of the _Developer's Reference_.<br><br>You can define the value for a constant whose primitive type is not a specific literal format by using a typecast of a [String](../../encycloprim/string_type/string_type.htm#string) literal or in the case of a [Byte](../../encycloprim/byte_type/byte_type.htm#byte), a small [Integer](../../encycloprim/integer_type/integer_type.htm#integer) literal, as shown in the examples in the following table.<br><br>| Primitive Type | Value Expression |<br>| ---- | ---- |<br>| Date | "31/12/2007".Date |<br>| Time | "14:34:23.123".Time |<br>| TimeStamp | "31/12/2007, 14:34:23:123".TimeStamp |<br>| Point | "1,7".Point |<br>| Byte | 0.Byte |<br><br>For details about typecasting, see "[Type Casts](../...</code> |
-  | <code>How does the replaceFrom__ method handle case sensitivity?</code> | <code>#### replaceFrom__<br><br>```<br>replaceFrom__(target:      String;
  <br>              replacement: String;
  <br>              startIndex:  Integer;
  <br>              bIgnoreCase: Boolean): String;<br>```<br>The **replaceFrom__** method of the [String](string_type.htm) primitive type replaces only the first occurrence of the substring specified in the **target** parameter with the substring specified in the **replacement** parameter, starting from the specified **startIndex** parameter.<br><br>Case‑sensitivity is ignored if you set the value of the **bIgnoreCase** parameter to **true**. Set this parameter to **false** if you want the substring replacement to be case‑sensitive.<br><br>This method raises exception 1413 (_Index used in string operation is out of bounds_) if the value specified in the **startIndex** parameter is less than **1** or it is greater than the length of the original string. In addition, it returns the original receiver String if the value specified in the **target** parameter has a length of zero (**...</code>       |
+  | <code>How does the replaceFrom__ method handle case sensitivity?</code> | <code>#### replaceFrom__<br><br>```<br>replaceFrom__(target:      String;
+  <br>              replacement: String;
+  <br>              startIndex:  Integer;
+  <br>              bIgnoreCase: Boolean): String;<br>```<br>The **replaceFrom__** method of the [String](string_type.htm) primitive type replaces only the first occurrence of the substring specified in the **target** parameter with the substring specified in the **replacement** parameter, starting from the specified **startIndex** parameter.<br><br>Case‑sensitivity is ignored if you set the value of the **bIgnoreCase** parameter to **true**. Set this parameter to **false** if you want the substring replacement to be case‑sensitive.<br><br>This method raises exception 1413 (_Index used in string operation is out of bounds_) if the value specified in the **startIndex** parameter is less than **1** or it is greater than the length of the original string. In addition, it returns the original receiver String if the value specified in the **target** parameter has a length of zero (**...</code>       |
   | <code>What does the global constant Ex_Continue do?</code>              | <code>## Exceptions Category<br><br>The global constants for exceptions are listed in the following table.<br><br>| Global Constant | Integer Value | Description |<br>| ---- | ---- | ---- |<br>| Ex_Abort_Action | 1 | Causes the currently executing methods to be aborted. |<br>| Ex_Continue | 0 | Resumes execution from the next expression after the expression that caused the exception. |<br>| Ex_Pass_Back | -1 | Passes control back to the prior local exception handler for this type of exception, or if a local handler is not found, a global exception handler for this type of exception. |<br>| Ex_Resume_Method_Epilog | 3 | Passes control back to the method that armed the exception handler. Execution resumes at the start of the method epilog or at the end of the method if there is no epilog section. Execution resumes at the next statement in the epilog if the exception was raised while executing the epilog. If there were no messages on the execution stack when the handler was armed, the effect of theEx_Resume_Method_Epilog...</code>                |
 * Loss: [<code>CachedMultipleNegativesRankingLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedmultiplenegativesrankingloss) with these parameters:
   ```json
@@ -462,7 +466,9 @@ You can finetune this model on your own dataset.
 * Samples:
   | anchor                                                                                                | positive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
   |:------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-  | <code>What is the keyword list constant value for JADE_SYSTEMVARS?</code>                             | <code>### changeKeywords<br><br>```<br>changeKeywords(action:      Integer;
  <br>               keywordList: Integer;
  <br>               keywords:    String);<br>```<br>The **changeKeywords** method of the [JadeTextEdit](../control_class/jadetextedit_class.htm) class modifies one or more of the current keyword lists.  The keyword lists are used by the current language lexical analyzer to classify the tokens found in the text.  For the Jade language, this includes keywords, class names, constant names, and so on.<br><br>The value of the **action** parameter can be one of the **JadeTextEdit** class constants listed in the following table.<br><br>| Class Constant | Value | Description |<br>| ---- | ---- | ---- |<br>| KEYWORDS_ADD | 2 | Adds the keywords specified in thekeywordsparameter to the list specified in thekeywordListparameter. |<br>| KEYWORDS_DELETE | 3 | Deletes the words specified in thekeywordsparameter from the list specified in thekeywordListparameter. |<br>| KEYWORDS_SET | 1 | Clears the list specified in thekeywordListparam...</code>    |
+  | <code>What is the keyword list constant value for JADE_SYSTEMVARS?</code>                             | <code>### changeKeywords<br><br>```<br>changeKeywords(action:      Integer;
+  <br>               keywordList: Integer;
+  <br>               keywords:    String);<br>```<br>The **changeKeywords** method of the [JadeTextEdit](../control_class/jadetextedit_class.htm) class modifies one or more of the current keyword lists.  The keyword lists are used by the current language lexical analyzer to classify the tokens found in the text.  For the Jade language, this includes keywords, class names, constant names, and so on.<br><br>The value of the **action** parameter can be one of the **JadeTextEdit** class constants listed in the following table.<br><br>| Class Constant | Value | Description |<br>| ---- | ---- | ---- |<br>| KEYWORDS_ADD | 2 | Adds the keywords specified in thekeywordsparameter to the list specified in thekeywordListparameter. |<br>| KEYWORDS_DELETE | 3 | Deletes the words specified in thekeywordsparameter from the list specified in thekeywordListparameter. |<br>| KEYWORDS_SET | 1 | Clears the list specified in thekeywordListparam...</code>    |
   | <code>What should you click to abandon the deletion of a report in JADE?</code>                       | <code>#### Delete Report Command<br><br>Use the **Delete Report** command from the File menu to delete a report.<br><br>To delete a report<br><br>1. Select the **Delete Report** command from the File menu.  The Delete Report dialog, shown in the following image, is then displayed.<br><br>[](../images/reportdelete_feb2022.png)<br><br>2. Select the report that you want to delete from the **Report** list box or enter the name in the **Report name** text box.<br><br>3. Filter the list of report names in the **Reports** list box in one or both of the following ways.<br><br>   - To display only those reports that contain that text in their report description, enter text in the **Text contains** text box.  For example, only those reports that mention **Pay** in their description are displayed if you enter **Pay**, providing a refined selection list.<br><br>   - To display only those reports modified during a specified period, select a last modified period from the **Last modified** list box.  For example, only those reports that were modified in...</code> |
   | <code>What types of objects can be set for the userGroupObject in JadeMultiWorkerTcpTransport?</code> | <code>#### userGroupObject<br><br>**Type:** - Object<br><br>The **userGroupObject** property of the [JadeMultiWorkerTcpTransport](jademultiworkertcptransport_class.htm) class contains a reference to an object that you can associate with the transport group between event callbacks.<br><br>You must set the value of this property to a shared transient or a persistent object, as it must be visible to other workers.<br><br>The default value is **null**.<br><br>To prevent an object leak, it is your responsibility to delete this object, if required, in your implementation of the [closedEvent](../jademultiworkertcptransportif_interface/closedevent.htm) method in the receiver class.</code>                                                                                                                                                                                                                                                                                                                                                                                        |
 * Loss: [<code>CachedMultipleNegativesRankingLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedmultiplenegativesrankingloss) with these parameters: