Update README.md

README.md

@@ -9,24 +9,33 @@ tags:
 - loss:MultipleNegativesRankingLoss
 base_model: sentence-transformers/all-mpnet-base-v2
 widget:
-- source_sentence: The name/business name, address/business address, and contact information
-    of the export broker, including telephone numbers and email addresses.
+- source_sentence: >-
+    The name/business name, address/business address, and contact information of
+    the export broker, including telephone numbers and email addresses.
   sentences:
-  - If an export broker is used, you must provide their full business details along
-    with ways to contact them such as phone numbers and emails.
-  - Order form records are required to be maintained as per section 1305 of the regulations.
-  - Only the name and address of the export broker are necessary; there's no need
-    to include contact information like phone numbers or emails.
-- source_sentence: Typically, such suspensions would not cover transfers to regular
-    customers unless they are part of an irregular sale or involve suspicious activity.
+  - >-
+    If an export broker is used, you must provide their full business details
+    along with ways to contact them such as phone numbers and emails.
+  - >-
+    Order form records are required to be maintained as per section 1305 of the
+    regulations.
+  - >-
+    Only the name and address of the export broker are necessary; there's no
+    need to include contact information like phone numbers or emails.
+- source_sentence: >-
+    Typically, such suspensions would not cover transfers to regular customers
+    unless they are part of an irregular sale or involve suspicious activity.
   sentences:
-  - Suspensions due to potential diversion typically do not extend to routine transactions
-    with established clients, unless there is reason to believe the transaction is
-    unusual or illicit.
-  - All customers, including regular ones, could be subject to these suspensions without
-    any specific cause.
-  - If the Administration notifies an exporter, the transferee might need additional
-    steps to become a regular customer.
+  - >-
+    Suspensions due to potential diversion typically do not extend to routine
+    transactions with established clients, unless there is reason to believe the
+    transaction is unusual or illicit.
+  - >-
+    All customers, including regular ones, could be subject to these suspensions
+    without any specific cause.
+  - >-
+    If the Administration notifies an exporter, the transferee might need
+    additional steps to become a regular customer.
 - source_sentence: Factors include changes in accepted medical use of chemicals.
   sentences:
   - Imports from other countries significantly impact the U.S. medical supply.
@@ -34,21 +43,31 @@ widget:
   - Brokers and traders must inform the Administration of such transactions.
 - source_sentence: After accepting an application for filing.
   sentences:
-  - Once the application is accepted for filing, the Administrator will issue an order.
+  - >-
+    Once the application is accepted for filing, the Administrator will issue an
+    order.
   - No specific documents are needed for submission.
-  - Following the review of the comments, the Administrator might preserve, lift,
-    or update the earlier ruling.
-- source_sentence: The coordinator serves as the main point of contact between DEA
-    registered locations and the CSOS Certification Authority for issues pertaining
-    to issuance, revocation, and changes to digital certificates.
+  - >-
+    Following the review of the comments, the Administrator might preserve,
+    lift, or update the earlier ruling.
+- source_sentence: >-
+    The coordinator serves as the main point of contact between DEA registered
+    locations and the CSOS Certification Authority for issues pertaining to
+    issuance, revocation, and changes to digital certificates.
   sentences:
-  - The role of a CSOS coordinator involves issuing and distributing new digital certificates
-    to DEA registered locations.
+  - >-
+    The role of a CSOS coordinator involves issuing and distributing new digital
+    certificates to DEA registered locations.
   - The rules only apply to paper orders and prescriptions, not electronic ones.
-  - This rule pertains to either bidders or end-users, but not exclusively to one
-    category.
+  - >-
+    This rule pertains to either bidders or end-users, but not exclusively to
+    one category.
 pipeline_tag: sentence-similarity
 library_name: sentence-transformers
+datasets:
+- MasterControlAIML/question_answer_finetuning_embeddings.csv
+- MasterControlAIML/triplet_finetuning_embeddings.csv
+- MasterControlAIML/pair_class_finetuning_embeddings.csv
 ---
 
 # SentenceTransformer based on sentence-transformers/all-mpnet-base-v2