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fredymad
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bert_Pfinal_2e-5_16_10

Text Classification
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bert
Generated from Trainer
text-embeddings-inference
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update model card README.md

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  ---
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- license: apache-2.0
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  tags:
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  - generated_from_trainer
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  metrics:
@@ -16,8 +15,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [fredymad/bert_Pfinal_2e-5_16_2](https://huggingface.co/fredymad/bert_Pfinal_2e-5_16_2) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7933
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- - F1: 0.6341
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | 0.1096 | 1.0 | 669 | 0.4074 | 0.6294 |
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- | 0.1012 | 2.0 | 1338 | 0.3150 | 0.6154 |
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- | 0.1335 | 3.0 | 2007 | 0.4237 | 0.6276 |
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- | 0.0817 | 4.0 | 2676 | 0.5343 | 0.6295 |
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- | 0.0668 | 5.0 | 3345 | 0.5292 | 0.6136 |
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- | 0.0381 | 6.0 | 4014 | 0.7059 | 0.6198 |
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- | 0.023 | 7.0 | 4683 | 0.6990 | 0.6109 |
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- | 0.0204 | 8.0 | 5352 | 0.7133 | 0.6337 |
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- | 0.0074 | 9.0 | 6021 | 0.7833 | 0.6215 |
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- | 0.0044 | 10.0 | 6690 | 0.7933 | 0.6341 |
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  ### Framework versions
 
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  ---
 
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  tags:
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  - generated_from_trainer
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  metrics:
 
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  This model is a fine-tuned version of [fredymad/bert_Pfinal_2e-5_16_2](https://huggingface.co/fredymad/bert_Pfinal_2e-5_16_2) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.6295
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+ - F1: 0.7355
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 0.101 | 1.0 | 669 | 0.3000 | 0.7169 |
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+ | 0.1282 | 2.0 | 1338 | 0.2993 | 0.7361 |
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+ | 0.0548 | 3.0 | 2007 | 0.3924 | 0.7308 |
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+ | 0.0278 | 4.0 | 2676 | 0.4989 | 0.7221 |
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+ | 0.0229 | 5.0 | 3345 | 0.6089 | 0.6940 |
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+ | 0.0168 | 6.0 | 4014 | 0.5561 | 0.7361 |
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+ | 0.0082 | 7.0 | 4683 | 0.6112 | 0.7297 |
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+ | 0.008 | 8.0 | 5352 | 0.6101 | 0.7343 |
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+ | 0.0052 | 9.0 | 6021 | 0.6253 | 0.7400 |
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+ | 0.003 | 10.0 | 6690 | 0.6295 | 0.7355 |
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  ### Framework versions