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fp_bs32_lr5_x4
damgomz/fp_bs32_lr5_x4
fp_bs32_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.
All-time downloads
23
Public
Parameters
32.5M
1.7 GB on disk
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0
Public
Repo makeup
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.safetensors130 MB · 98%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- May 23, 2024
- Updated
- May 25, 2024
- SHA
- cbc7774a
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 201349.00879764557 |
| Emissions (Co2eq in kg) | 0.1317182481933241 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 7.5 |
| CPU energy (kWh) | 2.377032654036238 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.4194737512061973 |
| Consumed energy (kWh) | 2.7965064052424404 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 4 |
| 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) | 0.3875968419354677 |
| Emissions (Co2eq in kg) | 0.07886169511241117 |
Note
23 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs32_lr5_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| batch_size | 32 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 20474 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.351377 | 11.863091 |
| 0.5 | 4.567548 | 3.794884 |
| 1.0 | 3.590797 | 3.455211 |
| 1.5 | 3.345965 | 3.288297 |
| 2.0 | 3.198848 | 3.176345 |
| 2.5 | 3.093061 | 3.087619 |
| 3.0 | 3.012470 | 3.013932 |
| 3.5 | 2.945540 | 2.949879 |
| 4.0 | 2.882858 | 2.898032 |
| 4.5 | 2.832584 | 2.853366 |
| 5.0 | 2.791554 | 2.814966 |
| 5.5 | 2.747674 | 2.785408 |
| 6.0 | 2.712429 | 2.754928 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- May 23, 2024
- Updated
- May 25, 2024