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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: 1.2305 |
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- Bleu: 43.086 |
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- Meteor: 0.6836 |
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- Chrf++: 61.9553 |
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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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| 1.3358 | 3.2 | 2000 | 1.1980 | 43.4198 | 0.6874 | 62.3558 | |
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| 1.2174 | 6.4 | 4000 | 1.2181 | 43.3333 | 0.6844 | 62.1229 | |
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| 1.1529 | 9.6 | 6000 | 1.2246 | 43.222 | 0.6846 | 62.054 | |
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| 1.1161 | 12.8 | 8000 | 1.2291 | 43.1386 | 0.6836 | 61.9676 | |
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| 1.1026 | 16.0 | 10000 | 1.2305 | 43.086 | 0.6836 | 61.9553 | |
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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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