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--- |
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license: mit |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: qa_afroxml |
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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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# qa_afroxml |
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This model is a fine-tuned version of [Davlan/afro-xlmr-large](https://huggingface.co/Davlan/afro-xlmr-large) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 5.8436 |
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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: 4e-05 |
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- train_batch_size: 4 |
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- eval_batch_size: 4 |
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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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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| No log | 1.0 | 261 | 2.7576 | |
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| 2.9898 | 2.0 | 522 | 2.8418 | |
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| 2.9898 | 3.0 | 783 | 2.6659 | |
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| 1.9119 | 4.0 | 1044 | 2.8548 | |
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| 1.9119 | 5.0 | 1305 | 3.2987 | |
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| 1.0452 | 6.0 | 1566 | 4.3218 | |
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| 1.0452 | 7.0 | 1827 | 4.8747 | |
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| 0.4662 | 8.0 | 2088 | 5.3515 | |
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| 0.4662 | 9.0 | 2349 | 5.6930 | |
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| 0.1931 | 10.0 | 2610 | 5.8436 | |
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### Framework versions |
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- Transformers 4.28.0 |
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- Pytorch 2.0.1+cu118 |
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- Datasets 2.14.4 |
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- Tokenizers 0.13.3 |
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