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  1. README.md +66 -0
  2. model.safetensors +1 -1
README.md ADDED
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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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+ - recall
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+ - precision
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+ - f1
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+ model-index:
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+ - name: checkpoint-291-3ep3bsfrmulti4
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+ results: []
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+ ---
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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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+
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+ # checkpoint-291-3ep3bsfrmulti4
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+
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+ This model was trained from scratch on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.2616
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+ - Recall: 0.9032
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+ - Precision: 0.9655
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+ - F1: 0.9333
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+ - Roc Auc: 0.8333
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 3
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+ - eval_batch_size: 3
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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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+ - lr_scheduler_warmup_ratio: 0.1
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+ - training_steps: 291
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Recall | Precision | F1 | Roc Auc |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|:---------:|:------:|:-------:|
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+ | 0.0 | 0.33 | 97 | 0.1037 | 0.9677 | 1.0 | 0.9836 | 0.4248 |
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+ | 0.0001 | 1.33 | 194 | 0.8674 | 1.0 | 0.62 | 0.7654 | 0.1087 |
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+ | 0.0001 | 2.33 | 291 | 0.2616 | 0.9032 | 0.9655 | 0.9333 | 0.8333 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.2
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+ - Pytorch 2.2.0+cu118
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+ - Datasets 2.17.0
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+ - Tokenizers 0.15.2
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