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greek-mt5-5ep-384
chaido13/greek-mt5-5ep-384
greek-mt5-5ep-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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Mar 4, 2023
- Updated
- Mar 6, 2023
- SHA
- 84829734
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-mt5-5ep-384
This model is a fine-tuned version of google/mt5-base on the squad dataset. It achieves the following results on the evaluation set:
- Loss: 1.2857
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: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 64
- 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 |
|---|---|---|---|
| 4.4681 | 0.34 | 100 | 1.6231 |
| 1.9338 | 0.67 | 200 | 1.4427 |
| 1.8008 | 1.01 | 300 | 1.3917 |
| 1.6977 | 1.35 | 400 | 1.3656 |
| 1.6594 | 1.69 | 500 | 1.3360 |
| 1.6202 | 2.03 | 600 | 1.3239 |
| 1.5759 | 2.36 | 700 | 1.3143 |
| 1.5597 | 2.7 | 800 | 1.3093 |
| 1.544 | 3.04 | 900 | 1.3032 |
| 1.519 | 3.38 | 1000 | 1.2930 |
| 1.4996 | 3.72 | 1100 | 1.2923 |
| 1.5022 | 4.05 | 1200 | 1.2852 |
| 1.477 | 4.39 | 1300 | 1.2887 |
| 1.4755 | 4.73 | 1400 | 1.2857 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.0
- Datasets 2.1.0
- Tokenizers 0.13.2
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Languages
- el
- Created
- Mar 4, 2023
- Updated
- Mar 6, 2023