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fp_bs2_lr5_x4
damgomz/fp_bs2_lr5_x4
fp_bs2_lr5_x4 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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1.7 GB on disk
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.safetensors130 MB · 98%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 25, 2024
- Updated
- Jun 27, 2024
- SHA
- 2705cdbf
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 165875.81935334206 |
| Emissions (Co2eq in kg) | 0.1247892573570098 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 1.9582530103903617 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.6911441862086449 |
| Consumed energy (kWh) | 2.649397196599008 |
| 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) | 0.31931095225518347 |
| Emissions (Co2eq in kg) | 0.06496802924672564 |
Note
24 juin 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs2_lr5_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| 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 | 329179 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 17.139151 | 14.394840 |
| 0.5 | 4.474276 | 4.052870 |
| 1.0 | 6.136840 | 7.151166 |
| 1.5 | 7.172288 | 7.184295 |
| 2.0 | 7.181800 | 7.177461 |
| 2.5 | 7.167930 | 7.177028 |
| 3.0 | 7.174439 | 7.176045 |
| 3.5 | 7.168124 | 7.169977 |
| 4.0 | 7.175797 | 7.181043 |
| 4.5 | 7.177265 | 7.184323 |
| 5.0 | 7.193657 | 7.183656 |
| 5.5 | 7.203760 | 7.205145 |
| 6.0 | 7.209817 | 7.215724 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 25, 2024
- Updated
- Jun 27, 2024