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README.md ADDED
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+ ---
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+ base_model: PureFighter/autotrain-topic-classification
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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: arabertv2-topic-classification-finetuned
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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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+ # arabertv2-topic-classification-finetuned
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+
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+ This model is a fine-tuned version of [PureFighter/autotrain-topic-classification](https://huggingface.co/PureFighter/autotrain-topic-classification) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5776
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+ - Accuracy: 0.8383
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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: 8
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+ - eval_batch_size: 8
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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 | Accuracy |
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+ |:-------------:|:------:|:----:|:---------------:|:--------:|
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+ | 1.1143 | 0.6667 | 250 | 0.9106 | 0.7455 |
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+ | 0.573 | 1.3333 | 500 | 0.6648 | 0.7994 |
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+ | 0.5023 | 2.0 | 750 | 0.6021 | 0.8323 |
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+ | 0.3985 | 2.6667 | 1000 | 0.5776 | 0.8383 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.44.0
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+ - Pytorch 2.2.2
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
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