rebego commited on
Commit
6fd3bff
·
verified ·
1 Parent(s): 4de3876

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +8 -5
README.md CHANGED
@@ -22,17 +22,20 @@ It achieves the following results on the evaluation set:
22
 
23
  ## Model description
24
 
25
- More information needed
26
 
27
- ## Intended uses & limitations
28
 
29
- More information needed
30
 
31
  ## Training and evaluation data
32
 
33
- More information needed
 
 
 
 
 
34
 
35
- ## Training procedure
36
 
37
  ### Training hyperparameters
38
 
 
22
 
23
  ## Model description
24
 
25
+ This model is fine-tuned from the pre-trained sentence-transformers/all-MiniLM-L6-v2 on the Semantic Textual Similarity Benchmark (STS-B) dataset. It is designed to compute similarity scores between pairs of sentences, returning a continuous score between 0 and 1, where 1 represents maximum semantic similarity.
26
 
27
+ The model generates embeddings for input sentences and can be used for tasks such as text similarity, sentence clustering, or semantic search.
28
 
 
29
 
30
  ## Training and evaluation data
31
 
32
+ The model was trained on the STS-B dataset using the following splits:
33
+
34
+ Train set: 5,749 examples
35
+ Validation set: 1,500 examples
36
+ Test set: 1,379 examples
37
+ Each example consists of two sentences and a similarity score (from 0 to 1) indicating their semantic closeness.
38
 
 
39
 
40
  ### Training hyperparameters
41