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fp_bs1_lr2e4_x2
damgomz/fp_bs1_lr2e4_x2
fp_bs1_lr2e4_x2 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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806 MB on disk
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Repo makeup
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.safetensors73.2 MB · 97%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jul 10, 2024
- Updated
- Jul 13, 2024
- SHA
- 9168d9fb
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 255130.7426235676 |
| Emissions (Co2eq in kg) | 0.1919361075063515 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 3.0119541605811886 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.063035914074385 |
| Consumed energy (kWh) | 4.0749900746555605 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 6 |
| 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) | 0.4911266795503676 |
| Emissions (Co2eq in kg) | 0.09992620752756395 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs1_lr2e4_x2 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 1 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 656619 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 14.676675 | 13.967818 |
| 0.5 | 7.422915 | 7.277430 |
| 1.0 | 7.166884 | 7.130123 |
| 1.5 | 7.137135 | 7.133747 |
| 2.0 | 7.129639 | 7.187892 |
| 2.5 | 7.129129 | 7.124167 |
| 3.0 | 7.130652 | 7.149862 |
| 3.5 | 7.138044 | 7.140807 |
| 4.0 | 7.141969 | 7.153437 |
| 4.5 | 7.144190 | 7.153680 |
| 5.0 | 7.153341 | 7.159110 |
| 5.5 | 7.162179 | 7.165333 |
| 6.0 | 7.151654 | 7.150853 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jul 10, 2024
- Updated
- Jul 13, 2024