End of training
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README.md
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---
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license: apache-2.0
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base_model: bert-base-uncased
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: bert-base-uncased-Adult-Text-Classifier
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# bert-base-uncased-Adult-Text-Classifier
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This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1257
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- Accuracy: 0.9824
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 43 | 0.1197 | 0.9588 |
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| No log | 2.0 | 86 | 0.1943 | 0.9529 |
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| No log | 3.0 | 129 | 0.0942 | 0.9765 |
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| No log | 4.0 | 172 | 0.1308 | 0.9765 |
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| No log | 5.0 | 215 | 0.1178 | 0.9765 |
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| No log | 6.0 | 258 | 0.1159 | 0.9824 |
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| No log | 7.0 | 301 | 0.1175 | 0.9824 |
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| No log | 8.0 | 344 | 0.1209 | 0.9824 |
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| No log | 9.0 | 387 | 0.1243 | 0.9824 |
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| No log | 10.0 | 430 | 0.1257 | 0.9824 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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model.safetensors
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