PureFighter
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README.md
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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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<!-- 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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# arabertv2-topic-classification-finetuned
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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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## 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: 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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### Training results
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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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### Framework versions
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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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model.safetensors
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