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debiased
samzirbo/debiased
debiased is a machine learning model from samzirbo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- May 12, 2024
- Updated
- May 12, 2024
- SHA
- bd26fccf
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
debiased
This model is a fine-tuned version of samzirbo/gendered on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.2202
- Bleu: 43.2797
- Meteor: 0.6854
- Chrf++: 62.2643
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1000
- training_steps: 10000
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Meteor | Chrf++ |
|---|---|---|---|---|---|---|
| 1.4077 | 4.0 | 2500 | 1.2011 | 43.3975 | 0.685 | 62.313 |
| 1.2934 | 8.0 | 5000 | 1.2125 | 43.223 | 0.6845 | 62.1664 |
| 1.2352 | 12.0 | 7500 | 1.2173 | 43.2517 | 0.685 | 62.2467 |
| 1.2137 | 16.0 | 10000 | 1.2202 | 43.2797 | 0.6854 | 62.2643 |
Framework versions
- Transformers 4.38.0
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.15.2
- Library
- transformers
- Type
- mt5
- Created
- May 12, 2024
- Updated
- May 12, 2024