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fp_bs4_lr5_x12
damgomz/fp_bs4_lr5_x12
fp_bs4_lr5_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.
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4.6 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
- Jun 25, 2024
- Updated
- Jun 27, 2024
- SHA
- cf85c9c4
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 212598.9931850433 |
| Emissions (Co2eq in kg) | 0.1599391237084852 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.509843108873393 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.8858199069539721 |
| Consumed energy (kWh) | 3.3956630158273753 |
| 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) | 0.40925306188120836 |
| Emissions (Co2eq in kg) | 0.08326793899747528 |
Note
24 juin 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs4_lr5_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| 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 | 163386 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 10.293608 | 11.869008 |
| 0.5 | 4.413993 | 4.046875 |
| 1.0 | 3.831555 | 3.724502 |
| 1.5 | 3.619556 | 3.572057 |
| 2.0 | 3.467287 | 3.452635 |
| 2.5 | 3.354936 | 3.359789 |
| 3.0 | 3.261705 | 3.288209 |
| 3.5 | 3.179921 | 3.204954 |
| 4.0 | 3.096408 | 3.140049 |
| 4.5 | 3.025514 | 3.070511 |
| 5.0 | 2.953815 | 3.022103 |
| 5.5 | 2.896340 | 2.968994 |
| 6.0 | 2.856469 | 2.958145 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 25, 2024
- Updated
- Jun 27, 2024