Downloads · 30 days
6
14% of all-time downloads
ft_2_2e6_base_x4
damgomz/ft_2_2e6_base_x4
ft_2_2e6_base_x4 is a text classification model from damgomz. Use it when you need a label for a piece of text. It is set up for transformers.
All-time downloads
43
Public
Parameters
32.9M
4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors132 MB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 17, 2024
- Updated
- Jun 18, 2024
- SHA
- 80506505
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 114780.99436044692 |
| Emissions (Co2eq in kg) | 0.0694557079923325 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.3550500208111242 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.1195621528652807 |
| Consumed energy (kWh) | 1.4746121736764082 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 2 |
| 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) | 0.2209534141438603 |
| Emissions (Co2eq in kg) | 0.04495588945784171 |
Note
14 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_2_2e6_base_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 2e-06 |
| 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 | 29328 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | F-beta Score |
|---|---|---|---|
| 0 | 0.000000 | 0.733236 | 0.827372 |
| 1 | 0.307719 | 0.243070 | 0.895143 |
| 2 | 0.200058 | 0.222688 | 0.938931 |
| 3 | 0.151336 | 0.233514 | 0.901524 |
| 4 | 0.111365 | 0.249715 | 0.925283 |
| 5 | 0.074489 | 0.283532 | 0.913288 |
| 6 | 0.046598 | 0.324936 | 0.918464 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 17, 2024
- Updated
- Jun 18, 2024