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fp_bs1_lr5_x1
damgomz/fp_bs1_lr5_x1
fp_bs1_lr5_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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673 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
- Jun 25, 2024
- Updated
- Jun 28, 2024
- SHA
- 24e04581
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 224463.23899006844 |
| Emissions (Co2eq in kg) | 0.1688648057773772 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.6499081976955092 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.9352557219107898 |
| Consumed energy (kWh) | 3.5851639196063187 |
| 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) | 0.4320917350558817 |
| Emissions (Co2eq in kg) | 0.08791476860444347 |
Note
24 juin 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs1_lr5_x1 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| 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 | 656469 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 2.041122 | 10.309441 |
| 0.5 | 7.116699 | 7.321881 |
| 1.0 | 7.303059 | 7.159085 |
| 1.5 | 7.154038 | 7.093548 |
| 2.0 | 7.103509 | 7.084918 |
| 2.5 | 7.092731 | 7.149899 |
| 3.0 | 7.085639 | 7.064871 |
| 3.5 | 7.081426 | 7.049645 |
| 4.0 | 7.055024 | 7.056280 |
| 4.5 | 7.045508 | 7.030565 |
| 5.0 | 7.025795 | 7.045232 |
| 5.5 | 7.006839 | 7.004969 |
| 6.0 | 6.982881 | 6.986561 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 25, 2024
- Updated
- Jun 28, 2024