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greek-m2m100-5ep-384
chaido13/greek-m2m100-5ep-384
greek-m2m100-5ep-384 is a machine learning model from chaido13. 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. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- m2m_100
- Access
- Public
- Created
- Mar 4, 2023
- Updated
- Mar 5, 2023
- SHA
- 373cdd8e
Datasets
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. -->
greek-m2m100-5ep-384
This model is a fine-tuned version of facebook/m2m100_418M on the squad dataset. It achieves the following results on the evaluation set:
- Loss: 1.2996
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.903 | 0.67 | 100 | 1.4264 |
| 1.3766 | 1.35 | 200 | 1.3557 |
| 1.2595 | 2.03 | 300 | 1.3305 |
| 1.1093 | 2.7 | 400 | 1.3136 |
| 1.0445 | 3.38 | 500 | 1.3070 |
| 0.9852 | 4.05 | 600 | 1.3037 |
| 0.9114 | 4.73 | 700 | 1.2996 |
Framework versions
- Transformers 4.27.0.dev0
- Pytorch 1.13.0
- Datasets 2.1.0
- Tokenizers 0.13.2
- Library
- transformers
- Type
- m2m_100
- License
- mit
- Created
- Mar 4, 2023
- Updated
- Mar 5, 2023