Hugging Face's logo

rufimelo
/
Legal-BERTimbau-sts-base-ma

Sentence Similarity
sentence-transformers
PyTorch
Transformers
Portuguese
bert
feature-extraction
Eval Results
text-embeddings-inference
Inference Endpoints
Model card Files Community
rufimelo commited on
Commit
590ca25
•
1 Parent(s): 53449c0

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +17 -16
README.md CHANGED
@@ -103,22 +103,23 @@ print(sentence_embeddings)
103
 
104
  ## Evaluation Results STS
105
 
106
- | Model| Assin | Assin2|stsb_multi_mt pt|
107
- | ---------------------------------------- | ---------- | ---------- |---------- |
108
- | Legal-BERTimbau-sts-base| 0.71457| 0.73545 | 0.72383|
109
- | Legal-BERTimbau-sts-base-ma| 0.74874 | 0.79532|0.82254 |
110
- | Legal-BERTimbau-sts-base-ma-v2| 0.75481 | 0.80262|0.82178|
111
- | Legal-BERTimbau-sts-large| 0.76629| 0.82357 | 0.79120|
112
- | Legal-BERTimbau-sts-large-v2| 0.76299 | 0.81121|0.81726 |
113
- | Legal-BERTimbau-sts-large-ma| 0.76195| 0.81622 | 0.82608|
114
- | Legal-BERTimbau-sts-large-ma-v2| 0.7836| 0.8462| 0.8261|
115
- | Legal-BERTimbau-sts-large-ma-v3| 0.7749| 0.8470| 0.8364|
116
- | ---------------------------------------- | ---------- |---------- |---------- |
117
- | BERTimbau base Fine-tuned for STS|0.78455 | 0.80626|0.82841|
118
- | BERTimbau large Fine-tuned for STS|0.78193 | 0.81758|0.83784|
119
- | ---------------------------------------- | ---------- |---------- |---------- |
120
- | paraphrase-multilingual-mpnet-base-v2| 0.71457| 0.79831 |0.83999 |
121
- | paraphrase-multilingual-mpnet-base-v2 Fine-tuned with assin(s)| 0.77641|0.79831 |0.84575 |
 
122
  ## Training
123
 
124
  rufimelo/Legal-BERTimbau-sts-base-ma is based on Legal-BERTimbau-base which derives from [BERTimbau](https://huggingface.co/neuralmind/bert-base-portuguese-cased) base.
 
103
 
104
  ## Evaluation Results STS
105
 
106
+
107
+ | Model| Assin | Assin2|stsb_multi_mt pt| avg|
108
+ | ---------------------------------------- | ---------- | ---------- |---------- |---------- |
109
+ | Legal-BERTimbau-sts-base| 0.71457| 0.73545 | 0.72383|0.72462|
110
+ | Legal-BERTimbau-sts-base-ma| 0.74874 | 0.79532|0.82254 |0.78886|
111
+ | Legal-BERTimbau-sts-base-ma-v2| 0.75481 | 0.80262|0.82178|0.79307|
112
+ | Legal-BERTimbau-sts-large| 0.76629| 0.82357 | 0.79120|0.79369|
113
+ | Legal-BERTimbau-sts-large-v2| 0.76299 | 0.81121|0.81726 |0.79715|
114
+ | Legal-BERTimbau-sts-large-ma| 0.76195| 0.81622 | 0.82608|0.80142|
115
+ | Legal-BERTimbau-sts-large-ma-v2| 0.7836| 0.8462| 0.8261| 0.81863|
116
+ | Legal-BERTimbau-sts-large-ma-v3| 0.7749| **0.8470**| 0.8364| **0.81943**|
117
+ | ---------------------------------------- | ---------- |---------- |---------- |---------- |
118
+ | BERTimbau base Fine-tuned for STS|**0.78455** | 0.80626|0.82841|0.80640|
119
+ | BERTimbau large Fine-tuned for STS|0.78193 | 0.81758|0.83784|0.81245|
120
+ | ---------------------------------------- | ---------- |---------- |---------- |---------- |
121
+ | paraphrase-multilingual-mpnet-base-v2| 0.71457| 0.79831 |0.83999 |0.78429|
122
+ | paraphrase-multilingual-mpnet-base-v2 Fine-tuned with assin(s)| 0.77641|0.79831 |**0.84575**|0.80682|
123
  ## Training
124
 
125
  rufimelo/Legal-BERTimbau-sts-base-ma is based on Legal-BERTimbau-base which derives from [BERTimbau](https://huggingface.co/neuralmind/bert-base-portuguese-cased) base.