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README.md

@@ -13,30 +13,30 @@ datasets: []
 widget:
 - source_sentence: Reeds Farm Weathered Black Sofa Table
   sentences:
-  - 'Category: Sofas'
-  - 'Category: Sofas'
-  - 'Category: Side Tables & Sofa Tables'
+  - Sofas
+  - Sofas
+  - Side Tables & Sofa Tables
 - source_sentence: Fortuna Coffee Leather Power Reclining Sofa with Power Headrest
     And Footrest
   sentences:
-  - 'Category: Sofas'
-  - 'Category: Side Tables & Sofa Tables'
-  - 'Category: Sofas'
+  - Sofas
+  - Side Tables & Sofa Tables
+  - Sofas
 - source_sentence: Bedford Park Gray And Forged Iron Sofa Table
   sentences:
-  - 'Category: Sofas'
-  - 'Category: Side Tables & Sofa Tables'
-  - 'Category: Side Tables & Sofa Tables'
+  - Sofas
+  - Side Tables & Sofa Tables
+  - Side Tables & Sofa Tables
 - source_sentence: Linwood Brown Chairside Chest
   sentences:
-  - 'Category: Sofas'
-  - 'Category: Sofas'
-  - 'Category: Sofas'
+  - Sofas
+  - Sofas
+  - Sofas
 - source_sentence: Fischer Saddle Leather Power Reclining Sofa with Power Headrest
   sentences:
-  - 'Category: Sofas'
-  - 'Category: Side Tables & Sofa Tables'
-  - 'Category: Side Tables & Sofa Tables'
+  - Sofas
+  - Side Tables & Sofa Tables
+  - Side Tables & Sofa Tables
 pipeline_tag: sentence-similarity
 ---
 
@@ -90,8 +90,8 @@ model = SentenceTransformer("sentence_transformers_model_id")
 # Run inference
 sentences = [
     'Fischer Saddle Leather Power Reclining Sofa with Power Headrest',
-    'Category: Sofas',
-    'Category: Side Tables & Sofa Tables',
+    'Sofas',
+    'Side Tables & Sofa Tables',
 ]
 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: 5 tokens</li><li>mean: 9.54 tokens</li><li>max: 21 tokens</li></ul> | <ul><li>min: 6 tokens</li><li>mean: 7.54 tokens</li><li>max: 9 tokens</li></ul> | <ul><li>0: ~52.00%</li><li>1: ~48.00%</li></ul> |
+  | details | <ul><li>min: 5 tokens</li><li>mean: 9.54 tokens</li><li>max: 21 tokens</li></ul> | <ul><li>min: 4 tokens</li><li>mean: 5.54 tokens</li><li>max: 7 tokens</li></ul> | <ul><li>0: ~52.00%</li><li>1: ~48.00%</li></ul> |
 * Samples:
-  | sentence_0                                                                        | sentence_1                   | label          |
-  |:----------------------------------------------------------------------------------|:-----------------------------|:---------------|
-  | <code>Amite Dark Gray Power Double Reclining Sofa</code>                          | <code>Category: Sofas</code> | <code>1</code> |
-  | <code>Alpine White Microfiber Full Sofa Bed</code>                                | <code>Category: Sofas</code> | <code>1</code> |
-  | <code>Island Fusion Medium Coconut Shell Brown Turtle Island Console Table</code> | <code>Category: Sofas</code> | <code>0</code> |
+  | sentence_0                                                                        | sentence_1         | label          |
+  |:----------------------------------------------------------------------------------|:-------------------|:---------------|
+  | <code>Amite Dark Gray Power Double Reclining Sofa</code>                          | <code>Sofas</code> | <code>1</code> |
+  | <code>Alpine White Microfiber Full Sofa Bed</code>                                | <code>Sofas</code> | <code>1</code> |
+  | <code>Island Fusion Medium Coconut Shell Brown Turtle Island Console Table</code> | <code>Sofas</code> | <code>0</code> |
 * Loss: [<code>MultipleNegativesRankingLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
   ```json
   {
@@ -291,8 +291,8 @@ You can finetune this model on your own dataset.
 ### Training Logs
 | Epoch  | Step | Training Loss |
 |:------:|:----:|:-------------:|
-| 1.1261 | 500  | 2.7748        |
-| 2.2523 | 1000 | 2.7661        |
+| 1.1261 | 500  | 2.7766        |
+| 2.2523 | 1000 | 2.766         |
 
 
 ### Framework Versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6bbd3eee941b381a331568e4e166ef971684755fef9dd1ad711c8ee64b277d5a
+oid sha256:e067dcd94d2263189435de0aa91d442c9d39b484ec29d4b82baeb95d3730bd24
 size 265462608