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fp_bs4_lr1e4_x12
damgomz/fp_bs4_lr1e4_x12
fp_bs4_lr1e4_x12 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.
All-time downloads
27
Public
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89.2M
5.7 GB on disk
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Repo makeup
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.safetensors357 MB · 99%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jul 6, 2024
- Updated
- Jul 10, 2024
- SHA
- 665e62ff
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 191630.1979157925 |
| Emissions (Co2eq in kg) | 0.1441643688104239 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.2622969069926295 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.7984527333637093 |
| Consumed energy (kWh) | 3.060749640356339 |
| 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) | 0.3688881309879005 |
| Emissions (Co2eq in kg) | 0.07505516085035205 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs4_lr1e4_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0001 |
| 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 | 163772 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.889054 | 16.199044 |
| 0.5 | 7.168280 | 7.085738 |
| 1.0 | 7.055402 | 7.049964 |
| 1.5 | 7.047908 | 7.032424 |
| 2.0 | 7.021794 | 7.020167 |
| 2.5 | 7.006941 | 7.010982 |
| 3.0 | 7.011899 | 7.003938 |
| 3.5 | 7.005928 | 7.005984 |
| 4.0 | 7.001488 | 6.997019 |
| 4.5 | 6.997147 | 6.999702 |
| 5.0 | 6.992914 | 6.996951 |
| 5.5 | 6.991433 | 6.988420 |
| 6.0 | 6.988373 | 6.990320 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jul 6, 2024
- Updated
- Jul 10, 2024