End of training
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README.md
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---
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base_model: UBC-NLP/AraT5-msa-small
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: AraT5-msa-small-finetuned-xlsum-ar
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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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# AraT5-msa-small-finetuned-xlsum-ar
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This model is a fine-tuned version of [UBC-NLP/AraT5-msa-small](https://huggingface.co/UBC-NLP/AraT5-msa-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 5.0192
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- Rouge1: 10.2878
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- Rouge2: 2.314
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- Rougel: 9.2899
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- Rougelsum: 9.308
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- Gen Len: 18.9057
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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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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:-----:|:---------------:|:-------:|:------:|:------:|:---------:|:-------:|
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| 7.9587 | 1.0 | 2111 | 7.2900 | 5.9427 | 0.2445 | 5.6768 | 5.6871 | 18.7825 |
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| 7.1801 | 2.0 | 4222 | 6.4007 | 5.2133 | 0.4475 | 4.8073 | 4.8155 | 18.557 |
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| 6.6971 | 3.0 | 6333 | 5.9127 | 5.974 | 1.0053 | 5.5186 | 5.5093 | 18.9638 |
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| 6.396 | 4.0 | 8444 | 5.5987 | 7.5554 | 1.4469 | 6.8972 | 6.9011 | 18.912 |
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| 6.1389 | 5.0 | 10555 | 5.3854 | 8.3705 | 1.811 | 7.6315 | 7.6573 | 18.9488 |
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| 6.0006 | 6.0 | 12666 | 5.2364 | 9.5287 | 2.0941 | 8.6128 | 8.6469 | 18.9499 |
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| 5.9139 | 7.0 | 14777 | 5.1351 | 10.073 | 2.3252 | 9.0992 | 9.1164 | 18.9254 |
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| 5.8562 | 8.0 | 16888 | 5.0689 | 10.3972 | 2.4912 | 9.3707 | 9.3923 | 18.9211 |
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| 5.7958 | 9.0 | 18999 | 5.0295 | 10.6349 | 2.5819 | 9.5917 | 9.6156 | 18.9179 |
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| 5.7783 | 10.0 | 21110 | 5.0182 | 10.6062 | 2.5793 | 9.5691 | 9.5961 | 18.9163 |
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### Framework versions
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- Transformers 4.39.3
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- Pytorch 2.1.2
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.39.3"
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}
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model.safetensors
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runs/May18_17-12-09_22da271af38a/events.out.tfevents.1716052330.22da271af38a.24.0
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