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debiased_test
samzirbo/debiased_test
debiased_test 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 9, 2024
- Updated
- May 9, 2024
- SHA
- 8f761cfc
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: 1.2305
- Bleu: 43.086
- Meteor: 0.6836
- Chrf++: 61.9553
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++ |
|---|---|---|---|---|---|---|
| 1.3358 | 3.2 | 2000 | 1.1980 | 43.4198 | 0.6874 | 62.3558 |
| 1.2174 | 6.4 | 4000 | 1.2181 | 43.3333 | 0.6844 | 62.1229 |
| 1.1529 | 9.6 | 6000 | 1.2246 | 43.222 | 0.6846 | 62.054 |
| 1.1161 | 12.8 | 8000 | 1.2291 | 43.1386 | 0.6836 | 61.9676 |
| 1.1026 | 16.0 | 10000 | 1.2305 | 43.086 | 0.6836 | 61.9553 |
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 9, 2024
- Updated
- May 9, 2024