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fp_bs4_lr2e4_x1
damgomz/fp_bs4_lr2e4_x1
fp_bs4_lr2e4_x1 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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584 MB on disk
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.safetensors44.9 MB · 95%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jul 10, 2024
- Updated
- Jul 12, 2024
- SHA
- d92b044a
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 172176.51885604858 |
| Emissions (Co2eq in kg) | 0.1295292382041623 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.032635279222994 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.7173963167975321 |
| Consumed energy (kWh) | 2.7500315960205164 |
| 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) | 0.3314397987978935 |
| Emissions (Co2eq in kg) | 0.06743580321861903 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs4_lr2e4_x1 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 4 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 163636 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 5.966033 | 5.839149 |
| 0.5 | 6.979347 | 7.082627 |
| 1.0 | 7.060239 | 7.034741 |
| 1.5 | 7.020564 | 7.015743 |
| 2.0 | 7.020180 | 7.006081 |
| 2.5 | 7.001743 | 6.998366 |
| 3.0 | 7.036423 | 7.028722 |
| 3.5 | 7.012917 | 7.010462 |
| 4.0 | 7.143935 | 7.167738 |
| 4.5 | 7.133799 | 7.103344 |
| 5.0 | 7.069125 | 7.052065 |
| 5.5 | 7.059335 | 7.034780 |
| 6.0 | 7.027797 | 7.027272 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jul 10, 2024
- Updated
- Jul 12, 2024