Downloads · 30 days
11
39% of all-time downloads
fp_bs2_lr2e4_x12
damgomz/fp_bs2_lr2e4_x12
fp_bs2_lr2e4_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
28
Public
Parameters
89.2M
4.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors357 MB · 99%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jul 11, 2024
- Updated
- Jul 14, 2024
- SHA
- 85cb3232
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 345782.2079179287 |
| Emissions (Co2eq in kg) | 0.2601333127477184 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 4.082140370839499 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 1.4407426411499535 |
| Consumed energy (kWh) | 5.522883011989522 |
| 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) | 0.6656307502420127 |
| Emissions (Co2eq in kg) | 0.1354313647678554 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs2_lr2e4_x12 |
| 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 | 326753 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 15.026704 | 16.526972 |
| 0.5 | 7.210761 | 7.103231 |
| 1.0 | 7.095258 | 7.068306 |
| 1.5 | 7.069747 | 7.063318 |
| 2.0 | 7.057978 | 7.070958 |
| 2.5 | 7.049691 | 7.051584 |
| 3.0 | 7.046552 | 7.056703 |
| 3.5 | 7.041389 | 7.046051 |
| 4.0 | 7.049458 | 7.080088 |
| 4.5 | 7.039344 | 7.047033 |
| 5.0 | 7.035944 | 7.035993 |
| 5.5 | 7.037690 | 7.034118 |
| 6.0 | 7.028975 | 7.026957 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jul 11, 2024
- Updated
- Jul 14, 2024