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RonTon05
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phobert_55k_boduoi_test14k

Text Classification
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Safetensors
roberta
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End of training

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  1. README.md +13 -13
  2. model.safetensors +1 -1
README.md CHANGED
@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [vinai/phobert-base-v2](https://huggingface.co/vinai/phobert-base-v2) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.3841
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- - Accuracy: 0.9205
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- - F1: 0.9239
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  ## Model description
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@@ -52,16 +52,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|
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- | 0.2245 | 1.0 | 1725 | 0.2705 | 0.9235 | 0.9215 |
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- | 0.1611 | 2.0 | 3450 | 0.2607 | 0.9245 | 0.9240 |
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- | 0.1358 | 3.0 | 5175 | 0.2648 | 0.9258 | 0.9254 |
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- | 0.1181 | 4.0 | 6900 | 0.2814 | 0.9219 | 0.9240 |
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- | 0.1014 | 5.0 | 8625 | 0.2860 | 0.9276 | 0.9268 |
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- | 0.0868 | 6.0 | 10350 | 0.3144 | 0.9215 | 0.9242 |
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- | 0.0757 | 7.0 | 12075 | 0.3435 | 0.9187 | 0.9222 |
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- | 0.0654 | 8.0 | 13800 | 0.3449 | 0.9247 | 0.9263 |
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- | 0.0579 | 9.0 | 15525 | 0.3775 | 0.9224 | 0.9250 |
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- | 0.056 | 10.0 | 17250 | 0.3841 | 0.9205 | 0.9239 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [vinai/phobert-base-v2](https://huggingface.co/vinai/phobert-base-v2) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.9433
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+ - Accuracy: 0.8078
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+ - F1: 0.8537
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|
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+ | 0.3601 | 1.0 | 1725 | 0.7095 | 0.7082 | 0.7864 |
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+ | 0.2727 | 2.0 | 3450 | 0.6126 | 0.7577 | 0.8202 |
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+ | 0.229 | 3.0 | 5175 | 0.7614 | 0.7444 | 0.8116 |
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+ | 0.1946 | 4.0 | 6900 | 0.6227 | 0.7929 | 0.8439 |
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+ | 0.1633 | 5.0 | 8625 | 0.7921 | 0.7551 | 0.8190 |
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+ | 0.1378 | 6.0 | 10350 | 0.7906 | 0.7750 | 0.8323 |
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+ | 0.1161 | 7.0 | 12075 | 0.8249 | 0.7990 | 0.8480 |
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+ | 0.1 | 8.0 | 13800 | 0.8345 | 0.8257 | 0.8652 |
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+ | 0.0917 | 9.0 | 15525 | 0.8945 | 0.8113 | 0.8560 |
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+ | 0.0852 | 10.0 | 17250 | 0.9433 | 0.8078 | 0.8537 |
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  ### Framework versions
model.safetensors CHANGED
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