Downloads · 30 days
9
3% of all-time downloads
ft_16_5e6_base_x1
damgomz/ft_16_5e6_base_x1
ft_16_5e6_base_x1 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
275
Public
Parameters
11.7M
1.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors46.7 MB · 95%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 21, 2024
- Updated
- Jun 22, 2024
- SHA
- 0d858150
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 84303.51375055313 |
| Emissions (Co2eq in kg) | 0.0510133030600741 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.9952469324474548 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0878150632654626 |
| Consumed energy (kWh) | 1.0830619957129182 |
| 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) | 0.16228426396981477 |
| Emissions (Co2eq in kg) | 0.03301887621896664 |
Note
19 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_16_5e6_base_x1 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-06 |
| batch_size | 16 |
| 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 | 0.740609 | 0.466861 |
| 1 | 0.339392 | 0.245362 | 0.912107 |
| 2 | 0.198540 | 0.235901 | 0.942514 |
| 3 | 0.142256 | 0.242113 | 0.898439 |
| 4 | 0.095351 | 0.241974 | 0.907466 |
| 5 | 0.060148 | 0.266171 | 0.919643 |
| 6 | 0.038473 | 0.293546 | 0.913394 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 21, 2024
- Updated
- Jun 22, 2024