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Lajavaness
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sentence-camembert-base

Sentence Similarity
Transformers
PyTorch
French
camembert
feature-extraction
Text
Sentence Similarity
Sentence-Embedding
camembert-base
Eval Results
Inference Endpoints
text-embeddings-inference
Model card Files Community
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@@ -79,7 +79,7 @@ test_evaluator(model, output_path="./")
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  ```
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  **Test Result**:
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- The performance is measured using Pearson and Spearman correlation:
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  - On dev
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  - On test
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  **Pearson score**
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- | Model | STS-B | STS12-fr | STS13-fr | STS14-fr | STS15-fr | STS16-fr | SICK-fr | params |
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  |-----------------------------------------------------------|---------|----------|----------|----------|----------|----------|---------|--------|
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base) | 83.46 | 84.49 | 84.61 | 83.94 | 86.94 | 75.20 | 82.86 | 110M |
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  | [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts) | 82.82 | 84.79 | 85.76 | 82.81 | 85.38 | 74.05 | 82.23 | 137M |
@@ -105,7 +105,7 @@ The performance is measured using Pearson and Spearman correlation:
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  **Spearman score**
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- | Model | STS-B | STS12-fr | STS13-fr | STS14-fr | STS15-fr | STS16-fr | SICK-fr | params |
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  |-----------------------------------------------------------|---------|----------|----------|----------|----------|----------|---------|--------|
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  | [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts) | 83.07 | 77.34 | 85.88 | 80.96 | 85.70 | 76.43 | 77.00 | 137M |
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base) | 82.92 | 77.71 | 84.19 | 81.83 | 87.04 | 76.81 | 76.36 | 110M |
 
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  ```
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  **Test Result**:
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+ The performance is measured using Pearson and Spearman correlation on many different benchmarks dataset:
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  - On dev
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  - On test
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  **Pearson score**
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+ | Model | [STS-B](https://huggingface.co/datasets/stsb_multi_mt/viewer/fr/train) | [STS12-fr ](https://huggingface.co/datasets/Lajavaness/STS12-fr)| [STS13-fr](https://huggingface.co/datasets/Lajavaness/STS13-fr) | [STS14-fr](https://huggingface.co/datasets/Lajavaness/STS14-fr) | [STS15-fr](https://huggingface.co/datasets/Lajavaness/STS15-fr) | [STS16-fr](https://huggingface.co/datasets/Lajavaness/STS16-fr) | [SICK-fr](https://huggingface.co/datasets/Lajavaness/SICK-fr) | params |
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  |-----------------------------------------------------------|---------|----------|----------|----------|----------|----------|---------|--------|
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base) | 83.46 | 84.49 | 84.61 | 83.94 | 86.94 | 75.20 | 82.86 | 110M |
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  | [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts) | 82.82 | 84.79 | 85.76 | 82.81 | 85.38 | 74.05 | 82.23 | 137M |
 
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  **Spearman score**
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+ | Model | [STS-B](https://huggingface.co/datasets/stsb_multi_mt/viewer/fr/train) | [STS12-fr ](https://huggingface.co/datasets/Lajavaness/STS12-fr)| [STS13-fr](https://huggingface.co/datasets/Lajavaness/STS13-fr) | [STS14-fr](https://huggingface.co/datasets/Lajavaness/STS14-fr) | [STS15-fr](https://huggingface.co/datasets/Lajavaness/STS15-fr) | [STS16-fr](https://huggingface.co/datasets/Lajavaness/STS16-fr) | [SICK-fr](https://huggingface.co/datasets/Lajavaness/SICK-fr) | params |
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  |-----------------------------------------------------------|---------|----------|----------|----------|----------|----------|---------|--------|
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  | [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts) | 83.07 | 77.34 | 85.88 | 80.96 | 85.70 | 76.43 | 77.00 | 137M |
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base) | 82.92 | 77.71 | 84.19 | 81.83 | 87.04 | 76.81 | 76.36 | 110M |