Downloads · 30 days
7
11% of all-time downloads
ft_1_4e6_base_x4
damgomz/ft_1_4e6_base_x4
ft_1_4e6_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
65
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 19, 2024
- SHA
- eb725c31
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 136164.23363304138 |
| Emissions (Co2eq in kg) | 0.0823950347094706 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.607490483486157 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.141836170076827 |
| Consumed energy (kWh) | 1.7493266535629952 |
| 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) | 0.26211614974360464 |
| Emissions (Co2eq in kg) | 0.05333099150627454 |
Note
14 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_1_4e6_base_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 4e-06 |
| batch_size | 1 |
| 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 | 0.728985 | 0.604677 |
| 1 | 0.285582 | 0.233182 | 0.920706 |
| 2 | 0.184345 | 0.234972 | 0.927087 |
| 3 | 0.129667 | 0.245217 | 0.926834 |
| 4 | 0.076833 | 0.304291 | 0.926764 |
| 5 | 0.040671 | 0.382316 | 0.906740 |
| 6 | 0.021220 | 0.424329 | 0.910373 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 17, 2024
- Updated
- Jun 19, 2024