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Bert-Sentiment-Fa

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Sentiment Fa

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  1. README.md +13 -13
  2. model.safetensors +1 -1
  3. runs/Sep05_10-10-22_20cbc104b23f/events.out.tfevents.1725531047.20cbc104b23f.1361.1 +2 -2
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 [HooshvareLab/bert-fa-base-uncased](https://huggingface.co/HooshvareLab/bert-fa-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9029
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- - Accuracy: 0.5435
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- - F1: 0.5127
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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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- | No log | 1.0 | 26 | 0.9964 | 0.3913 | 0.2405 |
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- | No log | 2.0 | 52 | 0.9820 | 0.3913 | 0.2405 |
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- | No log | 3.0 | 78 | 0.9612 | 0.4565 | 0.3049 |
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- | No log | 4.0 | 104 | 0.9491 | 0.5 | 0.4111 |
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- | No log | 5.0 | 130 | 0.9349 | 0.5217 | 0.4245 |
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- | No log | 6.0 | 156 | 0.9251 | 0.5217 | 0.4582 |
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- | No log | 7.0 | 182 | 0.9147 | 0.5652 | 0.5271 |
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- | No log | 8.0 | 208 | 0.9078 | 0.5435 | 0.5059 |
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- | No log | 9.0 | 234 | 0.9042 | 0.5652 | 0.5333 |
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- | No log | 10.0 | 260 | 0.9029 | 0.5435 | 0.5127 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [HooshvareLab/bert-fa-base-uncased](https://huggingface.co/HooshvareLab/bert-fa-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.4345
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+ - Accuracy: 0.8627
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+ - F1: 0.8098
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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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+ | No log | 1.0 | 143 | 0.6861 | 0.7412 | 0.6297 |
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+ | No log | 2.0 | 286 | 0.4557 | 0.8510 | 0.7951 |
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+ | No log | 3.0 | 429 | 0.3941 | 0.8627 | 0.8116 |
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+ | 0.5612 | 4.0 | 572 | 0.3894 | 0.8627 | 0.8081 |
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+ | 0.5612 | 5.0 | 715 | 0.4092 | 0.8588 | 0.8071 |
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+ | 0.5612 | 6.0 | 858 | 0.3987 | 0.8627 | 0.8077 |
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+ | 0.2275 | 7.0 | 1001 | 0.4105 | 0.8784 | 0.8264 |
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+ | 0.2275 | 8.0 | 1144 | 0.4192 | 0.8627 | 0.8071 |
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+ | 0.2275 | 9.0 | 1287 | 0.4305 | 0.8667 | 0.8113 |
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+ | 0.2275 | 10.0 | 1430 | 0.4345 | 0.8627 | 0.8098 |
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  ### Framework versions
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runs/Sep05_10-10-22_20cbc104b23f/events.out.tfevents.1725531047.20cbc104b23f.1361.1 CHANGED
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