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fp_bs2_lr2e4_x8
damgomz/fp_bs2_lr2e4_x8
fp_bs2_lr2e4_x8 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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24
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60.8M
2.9 GB on disk
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Repo makeup
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.safetensors243 MB · 99%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jul 10, 2024
- Updated
- Jul 14, 2024
- SHA
- c65a1d62
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 331722.0154275894 |
| Emissions (Co2eq in kg) | 0.2495560336854403 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 3.916154957331556 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.3821621417840346 |
| Consumed energy (kWh) | 5.2983170991155255 |
| 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) | 0.6385648796981096 |
| Emissions (Co2eq in kg) | 0.12992445604247252 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs2_lr2e4_x8 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0002 |
| batch_size | 2 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 328884 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.124171 | 12.144918 |
| 0.5 | 7.307752 | 7.241792 |
| 1.0 | 7.196355 | 7.173180 |
| 1.5 | 7.130703 | 7.091862 |
| 2.0 | 7.059691 | 7.050333 |
| 2.5 | 7.048469 | 7.029159 |
| 3.0 | 7.023650 | 7.016360 |
| 3.5 | 7.006692 | 7.013203 |
| 4.0 | 7.012799 | 7.009905 |
| 4.5 | 7.001973 | 7.012094 |
| 5.0 | 7.004630 | 7.015993 |
| 5.5 | 7.005912 | 7.011483 |
| 6.0 | 7.009134 | 7.006782 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jul 10, 2024
- Updated
- Jul 14, 2024