Add new SentenceTransformer model.

README.md

@@ -12,31 +12,31 @@ tags:
 - dataset_size:200
 - loss:SoftmaxLoss
 widget:
-- source_sentence: '  AIs conversational abilities are becoming more human-like,'
+- source_sentence: '  AI streamlines data management systems effectively,'
   sentences:
-  - '  AI-generated presentations are often high-quality,'
-  - '  AIs conversational prowess rivals that of humans,'
-  - '  I feel intimidated by the complexity of AI technologies,'
-- source_sentence: '  AI-generated presentations are often high-quality,'
+  - '  AI threatens the job security of call center employees,'
+  - '  AI can replicate human-like intuition in specific domains,'
+  - '  AI can replicate humorous interactions similar to humans,'
+- source_sentence: '  The future of jobs looks uncertain due to AI,'
   sentences:
-  - '  AIs progress poses risks to current job structures,'
-  - '  I get nervous when I have to use AI for complex tasks,'
-  - '  AI could lead to significant shifts in employment trends,'
+  - '  AI systems can autonomously finetune their models,'
+  - '  AIs standard for data accuracy is commendable,'
+  - '  The complexity of AI functionalities can be daunting,'
 - source_sentence: '  AIs data cleaning quality is impressive,'
   sentences:
-  - '  I am anxious about relying on AI for critical decisions,'
+  - '  AI adoption could lead to transformative job restructuring,'
   - '  AI could make many existing job roles redundant,'
-  - '  AI could greatly impact the future job landscape,'
-- source_sentence: '  Relying on AI for critical thinking tasks makes me nervous,'
+  - '  The quality of AI in content generation is notable,'
+- source_sentence: '  AI improves my productivity by handling repetitive tasks,'
   sentences:
-  - '  The rise of AI is creating job displacement fears,'
-  - '  The rapid growth of AI makes me uneasy,'
-  - '  I hesitate to use AI-powered tools without supervision,'
-- source_sentence: '  AIs efficiency in data mining is impressive,'
+  - '  I feel apprehensive about AIs future implications,'
+  - '  The spread of AI technology is a threat to job security,'
+  - '  AI adapts to varying user inputs accurately,'
+- source_sentence: '  AI effortlessly adapts to real-time user inputs,'
   sentences:
-  - '  AI will possibly replace customer service jobs,'
-  - '  AIs interactive capabilities feel almost human,'
-  - '  AI enhances my capability to manage diverse projects,'
+  - '  The rapid adoption of AI may lead to job insecurity,'
+  - '  AI-generated dialogue feels convincingly human,'
+  - '  I am anxious about relying on AI for critical decisions,'
 ---
 
 # SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
@@ -89,9 +89,9 @@ from sentence_transformers import SentenceTransformer
 model = SentenceTransformer("zihoo/all-MiniLM-L6-v2-AINLI")
 # Run inference
 sentences = [
-    '  AIs efficiency in data mining is impressive,',
-    '  AI will possibly replace customer service jobs,',
-    '  AI enhances my capability to manage diverse projects,',
+    '  AI effortlessly adapts to real-time user inputs,',
+    '  The rapid adoption of AI may lead to job insecurity,',
+    '  I am anxious about relying on AI for critical decisions,',
 ]
 embeddings = model.encode(sentences)
 print(embeddings.shape)
@@ -152,13 +152,13 @@ You can finetune this model on your own dataset.
   |         | sentence_0                                                                        | sentence_1                                                                        | label                                                             |
   |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:------------------------------------------------------------------|
   | type    | string                                                                            | string                                                                            | int                                                               |
-  | details | <ul><li>min: 8 tokens</li><li>mean: 11.91 tokens</li><li>max: 16 tokens</li></ul> | <ul><li>min: 8 tokens</li><li>mean: 11.91 tokens</li><li>max: 16 tokens</li></ul> | <ul><li>0: ~9.00%</li><li>1: ~69.00%</li><li>2: ~22.00%</li></ul> |
+  | details | <ul><li>min: 8 tokens</li><li>mean: 11.91 tokens</li><li>max: 16 tokens</li></ul> | <ul><li>min: 8 tokens</li><li>mean: 11.91 tokens</li><li>max: 16 tokens</li></ul> | <ul><li>0: ~12.00%</li><li>1: ~1.50%</li><li>2: ~86.50%</li></ul> |
 * Samples:
-  | sentence_0                                                      | sentence_1                                                         | label          |
-  |:----------------------------------------------------------------|:-------------------------------------------------------------------|:---------------|
-  | <code>  AI-generated stories feel incredibly human,</code>      | <code>  Using AI tools makes me feel anxious,</code>               | <code>2</code> |
-  | <code>  AI-generated dialogue feels convincingly human,</code>  | <code>  AI could greatly impact the future job landscape,</code>   | <code>1</code> |
-  | <code>  AI helps me manage my schedule more efficiently,</code> | <code>  AI can recognize and respond to human-like sarcasm,</code> | <code>1</code> |
+  | sentence_0                                                              | sentence_1                                                              | label          |
+  |:------------------------------------------------------------------------|:------------------------------------------------------------------------|:---------------|
+  | <code>  AI advancements could eliminate various technical jobs,</code>  | <code>  I feel stressed about using AI in professional settings,</code> | <code>2</code> |
+  | <code>  AI systems can autonomously update their operations,</code>     | <code>  AI mimics human social behavior in digital assistants,</code>   | <code>2</code> |
+  | <code>  AI can understand and respond to emotions during a chat,</code> | <code>  The quality of AI in content generation is notable,</code>      | <code>2</code> |
 * Loss: [<code>SoftmaxLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#softmaxloss)
 
 ### Training Hyperparameters

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:061e1a54c00a54ad184f6f1a8bf0a296b3b5bc09eadf099a2e9d0b298881ac67
+oid sha256:1ac5e3fb74550891aaa1a186a8aa3c3837cc9922f77f202fc476bb57ed17463d
 size 90864192