Downloads · 30 days
7
21% of all-time downloads
ThunBERT_bs64_lr4_MLM
damgomz/ThunBERT_bs64_lr4_MLM
ThunBERT_bs64_lr4_MLM 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
34
Public
Parameters
11.2M
584 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors44.9 MB · 95%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- May 11, 2024
- Updated
- May 14, 2024
- SHA
- 420d2753
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 230898.54640603063 |
| Emissions (Co2eq in kg) | 0.2416776006281453 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 37.5 |
| CPU energy (kWh) | 2.72588029674856 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 2.4051700127596582 |
| Consumed energy (kWh) | 5.131050309508192 |
| 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) | 0.4444797018316089 |
| Emissions (Co2eq in kg) | 0.09043526400902865 |
Note
11 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ThunBERT_bs64_lr4_MLM |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0005 |
| batch_size | 64 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 10353 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 10.766281 | 10.233463 |
| 0.5 | 7.069184 | 7.029872 |
| 1.0 | 7.014744 | 7.001007 |
| 1.5 | 6.998556 | 6.990375 |
| 2.0 | 6.985511 | 6.990635 |
| 2.5 | 6.972587 | 6.979119 |
| 3.0 | 6.970908 | 6.969640 |
| 3.5 | 6.958197 | 6.957359 |
| 4.0 | 6.951710 | 6.958413 |
| 4.5 | 6.946073 | 6.954458 |
| 5.0 | 6.939539 | 6.949081 |
| 5.5 | 6.935037 | 6.942367 |
| 6.0 | 6.933614 | 6.932945 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- May 11, 2024
- Updated
- May 14, 2024