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--- |
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base_model: samzirbo/gendered |
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tags: |
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- generated_from_trainer |
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metrics: |
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- bleu |
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model-index: |
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- name: debiased |
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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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# debiased |
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This model is a fine-tuned version of [samzirbo/gendered](https://huggingface.co/samzirbo/gendered) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.2202 |
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- Bleu: 43.2797 |
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- Meteor: 0.6854 |
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- Chrf++: 62.2643 |
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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: 0.0001 |
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- train_batch_size: 64 |
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- eval_batch_size: 64 |
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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: cosine |
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- lr_scheduler_warmup_steps: 1000 |
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- training_steps: 10000 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Meteor | Chrf++ | |
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|:-------------:|:-----:|:-----:|:---------------:|:-------:|:------:|:-------:| |
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| 1.4077 | 4.0 | 2500 | 1.2011 | 43.3975 | 0.685 | 62.313 | |
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| 1.2934 | 8.0 | 5000 | 1.2125 | 43.223 | 0.6845 | 62.1664 | |
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| 1.2352 | 12.0 | 7500 | 1.2173 | 43.2517 | 0.685 | 62.2467 | |
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| 1.2137 | 16.0 | 10000 | 1.2202 | 43.2797 | 0.6854 | 62.2643 | |
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### Framework versions |
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- Transformers 4.38.0 |
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- Pytorch 2.2.1+cu121 |
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- Datasets 2.19.1 |
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- Tokenizers 0.15.2 |
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