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End of training

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README.md ADDED
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+ ---
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+ license: mit
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+ base_model: papluca/xlm-roberta-base-language-detection
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - f1
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+ model-index:
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+ - name: xlm-roberta-base-language-detection-disaster-twitter
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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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+ # xlm-roberta-base-language-detection-disaster-twitter
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+
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+ This model is a fine-tuned version of [papluca/xlm-roberta-base-language-detection](https://huggingface.co/papluca/xlm-roberta-base-language-detection) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4869
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+ - F1: 0.7902
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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: 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: 3
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | F1 |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | No log | 1.0 | 381 | 0.4407 | 0.7701 |
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+ | 0.4972 | 2.0 | 762 | 0.4186 | 0.7560 |
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+ | 0.3742 | 3.0 | 1143 | 0.4869 | 0.7902 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.1
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+ - Pytorch 2.1.2+cpu
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+ - Datasets 2.1.0
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+ - Tokenizers 0.15.2
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