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distilbert-base-uncased-classifier

Text Classification
Transformers
Safetensors
distilbert
Generated from Trainer
text-embeddings-inference
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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 [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.2524
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- - Accuracy: 0.8948
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- - F1: 0.7932
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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 | 0 | 0 | 0.7390 | 0.2478 | 0.3958 |
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- | No log | 0.2020 | 79 | 0.3584 | 0.8545 | 0.6892 |
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- | No log | 0.4041 | 158 | 0.3479 | 0.8501 | 0.7360 |
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- | No log | 0.6061 | 237 | 0.3126 | 0.8689 | 0.7573 |
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- | No log | 0.8082 | 316 | 0.2813 | 0.8905 | 0.7946 |
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- | No log | 1.0102 | 395 | 0.2741 | 0.8876 | 0.7869 |
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- | No log | 1.2123 | 474 | 0.2753 | 0.8948 | 0.7978 |
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- | 0.3478 | 1.4143 | 553 | 0.2634 | 0.8905 | 0.7877 |
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- | 0.3478 | 1.6164 | 632 | 0.2504 | 0.8963 | 0.7966 |
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- | 0.3478 | 1.8184 | 711 | 0.2524 | 0.8948 | 0.7932 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2548
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+ - Accuracy: 0.9035
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+ - F1: 0.8134
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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 | 0 | 0 | 0.6325 | 0.7464 | 0.0 |
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+ | No log | 0.2020 | 79 | 0.3489 | 0.8487 | 0.6624 |
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+ | No log | 0.4041 | 158 | 0.3422 | 0.8559 | 0.7462 |
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+ | No log | 0.6061 | 237 | 0.2983 | 0.8674 | 0.7444 |
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+ | No log | 0.8082 | 316 | 0.2837 | 0.8862 | 0.7871 |
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+ | No log | 1.0102 | 395 | 0.2743 | 0.8919 | 0.7967 |
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+ | No log | 1.2123 | 474 | 0.2772 | 0.8934 | 0.7956 |
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+ | 0.3453 | 1.4143 | 553 | 0.2552 | 0.9092 | 0.8245 |
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+ | 0.3453 | 1.6164 | 632 | 0.2486 | 0.9006 | 0.8056 |
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+ | 0.3453 | 1.8184 | 711 | 0.2548 | 0.9035 | 0.8134 |
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  ### Framework versions
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