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sentence_classfication_test

Text Classification
Transformers
PyTorch
TensorFlow
TensorBoard
distilbert
Generated from Trainer
text-embeddings-inference
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TirkNork commited on
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0973448
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1 Parent(s): 979d5c2

Training in progress epoch 8

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  1. README.md +12 -4
  2. tf_model.h5 +1 -1
README.md CHANGED
@@ -14,10 +14,10 @@ probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Train Loss: 0.6613
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- - Validation Loss: 0.6221
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- - Train Accuracy: 0.725
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- - Epoch: 0
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  ## Model description
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@@ -44,6 +44,14 @@ The following hyperparameters were used during training:
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  | Train Loss | Validation Loss | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:--------------:|:-----:|
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  | 0.6613 | 0.6221 | 0.725 | 0 |
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Train Loss: 0.1145
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+ - Validation Loss: 0.3076
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+ - Train Accuracy: 0.875
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+ - Epoch: 8
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  ## Model description
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  | Train Loss | Validation Loss | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:--------------:|:-----:|
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  | 0.6613 | 0.6221 | 0.725 | 0 |
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+ | 0.5397 | 0.4643 | 0.825 | 1 |
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+ | 0.3708 | 0.3080 | 0.9 | 2 |
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+ | 0.3035 | 0.3790 | 0.85 | 3 |
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+ | 0.2910 | 0.5127 | 0.75 | 4 |
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+ | 0.2633 | 0.2782 | 0.9 | 5 |
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+ | 0.1950 | 0.2423 | 0.925 | 6 |
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+ | 0.1502 | 0.2385 | 0.85 | 7 |
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+ | 0.1145 | 0.3076 | 0.875 | 8 |
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  ### Framework versions
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