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disambiguated
samzirbo/disambiguated
disambiguated 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
- 87bfd12d
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. -->
desambiguated
This model is a fine-tuned version of samzirbo/gendered on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1796
- Bleu: 43.8537
- Meteor: 0.6914
- Chrf++: 62.7374
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++ |
|---|---|---|---|---|---|---|
| 1.5616 | 4.0 | 2500 | 1.1681 | 44.0169 | 0.6907 | 62.7853 |
| 1.4542 | 8.0 | 5000 | 1.1767 | 43.9936 | 0.6914 | 62.7456 |
| 1.3907 | 12.0 | 7500 | 1.1790 | 43.9284 | 0.6918 | 62.7791 |
| 1.3672 | 16.0 | 10000 | 1.1796 | 43.8537 | 0.6914 | 62.7374 |
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