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BERTrand_bs32_lr6
damgomz/BERTrand_bs32_lr6
BERTrand_bs32_lr6 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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39
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11.8M
1.2 GB on disk
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Repo makeup
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.safetensors47.3 MB · 95%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- May 1, 2024
- Updated
- May 4, 2024
- SHA
- 9a95c92a
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 211015.4645042419 |
| Emissions (Co2eq in kg) | 0.2208665367559387 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.491150588653827 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 2.1980606118713815 |
| Consumed energy (kWh) | 4.689211200525229 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 4 |
| 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) | 0.40620476917066567 |
| Emissions (Co2eq in kg) | 0.08264772359749474 |
Note
30 April 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | BERTrand_bs32_lr6 |
| sequence_length | 400 |
| num_epoch | 12 |
| learning_rate | 5e-06 |
| batch_size | 32 |
| weight_decay | 0.0 |
| warm_up_prop | 0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 6318 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 15.603048 | 15.109937 |
| 0.5 | 8.715844 | 8.071290 |
| 1.0 | 7.608879 | 8.114126 |
| 1.5 | 7.407612 | 7.914163 |
| 2.0 | 7.323461 | 7.774658 |
| 2.5 | 7.248362 | 7.696718 |
| 3.0 | 7.101276 | 7.856242 |
| 3.5 | 7.134161 | 7.617901 |
| 4.0 | 7.105548 | 7.837306 |
| 4.5 | 7.221799 | 7.653854 |
| 5.0 | 7.047156 | 7.659136 |
| 5.5 | 7.080983 | 7.554190 |
| 6.0 | 7.083629 | 7.670907 |
| 6.5 | 7.180606 | 7.623875 |
| 7.0 | 7.036574 | 7.571451 |
| 7.5 | 7.037596 | 7.550659 |
| 8.0 | 7.082738 | 7.634689 |
| 8.5 | 7.136363 | 7.576325 |
| 9.0 | 7.046428 | 7.594891 |
| 9.5 | 7.022868 | 7.588534 |
| 10.0 | 7.075124 | 7.532026 |
| 10.5 | 7.078401 | 7.519065 |
| 11.0 | 7.109886 | 7.550544 |
| 11.5 | 7.002302 | 7.586807 |
| 12.0 | 7.054321 | 7.544724 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- May 1, 2024
- Updated
- May 4, 2024