Downloads · 30 days
11
11% of all-time downloads
ft_4_4e6_x12
damgomz/ft_4_4e6_x12
ft_4_4e6_x12 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
104
Public
Parameters
89.7M
19.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors359 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 14, 2024
- Updated
- Jul 13, 2024
- SHA
- b04ea19f
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 100770.36214566232 |
| Emissions (Co2eq in kg) | 0.0609776641392315 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.1896470751461037 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.1049679890612763 |
| Consumed energy (kWh) | 1.294615064207374 |
| 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) | 0.19398294713039996 |
| Emissions (Co2eq in kg) | 0.039468391840384406 |
Note
12 juillet 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/fp_bs8_lr1e4_x12 |
| model_name | ft_4_4e6_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 4e-06 |
| batch_size | 4 |
| 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 | 0.721574 | 0.330031 |
| 1 | 0.315808 | 0.241997 | 0.917727 |
| 2 | 0.191141 | 0.232373 | 0.918526 |
| 3 | 0.118615 | 0.273450 | 0.897238 |
| 4 | 0.053767 | 0.328920 | 0.908962 |
| 5 | 0.020638 | 0.418228 | 0.894483 |
| 6 | 0.011499 | 0.455068 | 0.913782 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 14, 2024
- Updated
- Jul 13, 2024