clapAI
/

modernBERT-base-multilingual-sentiment

Text Classification

sentiment-analysis

product-reviews

text-embeddings-inference

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hungnm commited on Jan 8, 2025

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@@ -62,12 +62,12 @@ French, Spanish, Portuguese, German, Italian, Russian, Japanese, Korean, Arabic,
 After fine-tuning, the best model is loaded and evaluated on the `test` dataset
 from [clapAI/MultiLingualSentiment](https://huggingface.co/datasets/clapAI/MultiLingualSentiment)
-|                                                      Model                                                       | Pretrained Model  | Parameters  | Latency (ms) |    F1    | Precision |  Recall  |
-|:----------------------------------------------------------------------------------------------------------------:|:-----------------:|:-----------:|:------------:|:--------:|:---------:|:--------:|
-|  [modernBERT-base-multilingual-sentiment](https://huggingface.co/clapAI/modernBERT-base-multilingual-sentiment)  |  ModernBERT-base  | 150M |   Updating   |  80.16   |   80.26   |  80.09   |
-| [modernBERT-large-multilingual-sentiment](https://huggingface.co/clapAI/modernBERT-large-multilingual-sentiment) | ModernBERT-large  | 396M |   Updating   | Updating | Updating  | Updating |
-|     [roberta-base-multilingual-sentiment](https://huggingface.co/clapAI/roberta-base-multilingual-sentiment)     | XLM-roberta-base  | 278M |   Updating   | Updating | Updating  | Updating |
-|    [roberta-large-multilingual-sentiment](https://huggingface.co/clapAI/roberta-large-multilingual-sentiment)    | XLM-roberta-large | 560M |   Updating   | Updating | Updating  | Updating |
 ## How to use

 After fine-tuning, the best model is loaded and evaluated on the `test` dataset
 from [clapAI/MultiLingualSentiment](https://huggingface.co/datasets/clapAI/MultiLingualSentiment)
+|                                                      Model                                                       | Pretrained Model  | Parameters | F1-score |
+|:----------------------------------------------------------------------------------------------------------------:|:-----------------:|:----------:|:--------:|
+|  [modernBERT-base-multilingual-sentiment](https://huggingface.co/clapAI/modernBERT-base-multilingual-sentiment)  |  ModernBERT-base  |    150M    |  80.16   |
+| [modernBERT-large-multilingual-sentiment](https://huggingface.co/clapAI/modernBERT-large-multilingual-sentiment) | ModernBERT-large  |    396M    |   81.4   |
+|     [roberta-base-multilingual-sentiment](https://huggingface.co/clapAI/roberta-base-multilingual-sentiment)     | XLM-roberta-base  |    278M    |   81.8   |
+|    [roberta-large-multilingual-sentiment](https://huggingface.co/clapAI/roberta-large-multilingual-sentiment)    | XLM-roberta-large |    560M    |   82.6   |
 ## How to use