tomaarsen
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bert-base-uncased-augmentation-indomain-nlpaug-sts

Sentence Similarity

sentence-transformers

feature-extraction

loss:CosineSimilarityLoss

text-embeddings-inference

Inference Endpoints

Model card Files Files and versions Community

tomaarsen HF staff commited on Apr 25, 2024

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653bf76

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1 Parent(s): 0a5d82b

Fix issue in dataset name

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README.md +11 -11

README.md CHANGED Viewed

@@ -221,7 +221,7 @@ You can finetune this model on your own dataset.
 ### Metrics
 #### Semantic Similarity
-* Dataset: `sts-test`
 * Evaluated with [<code>EmbeddingSimilarityEvaluator</code>](https://sbert.net/docs/package_reference/evaluation.html#sentence_transformers.evaluation.EmbeddingSimilarityEvaluator)
 | Metric              | Value      |
@@ -441,16 +441,16 @@ You can finetune this model on your own dataset.
 </details>
 ### Training Logs
-| Epoch  | Step | Training Loss | loss   | sts-test_spearman_cosine |
-|:------:|:----:|:-------------:|:------:|:------------------------:|
-| 0.1391 | 100  | 0.0572        | 0.0427 | 0.8222                   |
-| 0.2782 | 200  | 0.0316        | 0.0342 | 0.8450                   |
-| 0.4172 | 300  | 0.0276        | 0.0324 | 0.8621                   |
-| 0.5563 | 400  | 0.0246        | 0.0300 | 0.8661                   |
-| 0.6954 | 500  | 0.0206        | 0.0288 | 0.8650                   |
-| 0.8345 | 600  | 0.0186        | 0.0301 | 0.8696                   |
-| 0.9736 | 700  | 0.0185        | 0.0286 | 0.8703                   |
-| 1.0    | 719  | -             | -      | 0.8363                   |
 ### Environmental Impact

 ### Metrics
 #### Semantic Similarity
+* Dataset: `sts-dev`
 * Evaluated with [<code>EmbeddingSimilarityEvaluator</code>](https://sbert.net/docs/package_reference/evaluation.html#sentence_transformers.evaluation.EmbeddingSimilarityEvaluator)
 | Metric              | Value      |
 </details>
 ### Training Logs
+| Epoch  | Step | Training Loss | loss   | sts-dev_spearman_cosine | sts-test_spearman_cosine |
+|:------:|:----:|:-------------:|:------:|:-----------------------:|                          |
+| 0.1391 | 100  | 0.0572        | 0.0427 | 0.8222                  |                          |
+| 0.2782 | 200  | 0.0316        | 0.0342 | 0.8450                  |                          |
+| 0.4172 | 300  | 0.0276        | 0.0324 | 0.8621                  |                          |
+| 0.5563 | 400  | 0.0246        | 0.0300 | 0.8661                  |                          |
+| 0.6954 | 500  | 0.0206        | 0.0288 | 0.8650                  |                          |
+| 0.8345 | 600  | 0.0186        | 0.0301 | 0.8696                  |                          |
+| 0.9736 | 700  | 0.0185        | 0.0286 | 0.8703                  |                          |
+| 1.0    | 719  | -             | -      | 0.8363                  | 0.8363                   |
 ### Environmental Impact