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ft_bs32_lr7
damgomz/ft_bs32_lr7
ft_bs32_lr7 is a fill-mask model from damgomz. Use it when you need the model to fill a missing word. It is set up for transformers.
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701 MB on disk
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.safetensors46.7 MB · 95%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- May 20, 2024
- Updated
- May 21, 2024
- SHA
- 9a88f4ee
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 43000.5123796463 |
| Emissions (Co2eq in kg) | 0.0260202900240496 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.5076441678499181 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0447918743583064 |
| Consumed energy (kWh) | 0.552436042208225 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 2 |
| CPU model | Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz |
| GPU count | nan |
| GPU model | nan |
Environmental Impact (for one core)
| Metric | Value |
|---|---|
| CPU energy (kWh) | 0.08277598633081912 |
| Emissions (Co2eq in kg) | 0.016841867348694802 |
Note
20 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs32_lr5 |
| model_name | ft_bs32_lr7 |
| sequence_length | 400 |
| num_epoch | 15 |
| learning_rate | 5e-07 |
| batch_size | 32 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 81450 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.680588 | 0.646982 | 0.677467 | 0.702454 |
| 1 | 0.624558 | 0.591346 | 0.713549 | 0.828221 |
| 2 | 0.564626 | 0.546430 | 0.724595 | 0.845092 |
| 3 | 0.519794 | 0.511619 | 0.751841 | 0.877301 |
| 4 | 0.479625 | 0.475598 | 0.772459 | 0.863497 |
| 5 | 0.442220 | 0.445813 | 0.790869 | 0.881902 |
| 6 | 0.409914 | 0.422924 | 0.811487 | 0.888037 |
| 7 | 0.382897 | 0.401185 | 0.821060 | 0.855828 |
| 8 | 0.364462 | 0.391025 | 0.836524 | 0.894172 |
| 9 | 0.350190 | 0.382594 | 0.835052 | 0.878834 |
| 10 | 0.339535 | 0.377568 | 0.838733 | 0.866564 |
| 11 | 0.326723 | 0.378933 | 0.835788 | 0.888037 |
| 12 | 0.315857 | 0.373457 | 0.840206 | 0.872699 |
| 13 | 0.303447 | 0.374891 | 0.840943 | 0.875767 |
| 14 | 0.295246 | 0.372149 | 0.839470 | 0.861963 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- May 20, 2024
- Updated
- May 21, 2024