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ipeksnmz
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bert-base-uncased-finetuned-rte-run_3

Text Classification
Transformers
TensorBoard
Safetensors
bert
glue
rte
max_length_128
dropout_0.4
Generated from Trainer
text-embeddings-inference
Model card Files
xet
 Metrics Community
ipeksnmz commited on
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1 Parent(s): 3c23698

Best model with accuracy 0.6787

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Files changed (3) hide show
  1. README.md +12 -12
  2. model.safetensors +1 -1
  3. runs/Apr07_19-56-35_578d22db0b7b/events.out.tfevents.1744056048.578d22db0b7b.632.1 +3 -0
README.md CHANGED
@@ -22,8 +22,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.5219
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- - Accuracy: 0.7004
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  ## Model description
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@@ -54,16 +54,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | No log | 1.0 | 78 | 0.6884 | 0.5523 |
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- | No log | 2.0 | 156 | 0.6204 | 0.6823 |
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- | No log | 3.0 | 234 | 0.7408 | 0.6968 |
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- | No log | 4.0 | 312 | 0.8763 | 0.6787 |
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- | No log | 5.0 | 390 | 1.1452 | 0.6787 |
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- | No log | 6.0 | 468 | 1.3247 | 0.6968 |
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- | 0.3095 | 7.0 | 546 | 1.4517 | 0.6859 |
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- | 0.3095 | 8.0 | 624 | 1.5219 | 0.7004 |
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- | 0.3095 | 9.0 | 702 | 1.5665 | 0.6968 |
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- | 0.3095 | 10.0 | 780 | 1.6047 | 0.6931 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.6286
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+ - Accuracy: 0.6787
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | No log | 1.0 | 78 | 0.6671 | 0.6101 |
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+ | No log | 2.0 | 156 | 0.6286 | 0.6787 |
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+ | No log | 3.0 | 234 | 0.7819 | 0.6282 |
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+ | No log | 4.0 | 312 | 0.9900 | 0.6354 |
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+ | No log | 5.0 | 390 | 1.2262 | 0.6426 |
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+ | No log | 6.0 | 468 | 1.3365 | 0.6462 |
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+ | 0.3699 | 7.0 | 546 | 1.7402 | 0.6426 |
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+ | 0.3699 | 8.0 | 624 | 1.8381 | 0.6426 |
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+ | 0.3699 | 9.0 | 702 | 1.8395 | 0.6462 |
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+ | 0.3699 | 10.0 | 780 | 1.9266 | 0.6354 |
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  ### Framework versions
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runs/Apr07_19-56-35_578d22db0b7b/events.out.tfevents.1744056048.578d22db0b7b.632.1 ADDED
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