Downloads · 30 days
4
3% of all-time downloads
ft_1_11e6_x8
damgomz/ft_1_11e6_x8
ft_1_11e6_x8 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
156
Public
Parameters
61.3M
10.1 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors245 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 19, 2024
- Updated
- Jul 14, 2024
- SHA
- a780d65a
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 153465.84907484055 |
| Emissions (Co2eq in kg) | 0.0928645169383198 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.8117453748558952 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.1598585600567356 |
| Consumed energy (kWh) | 1.9716039349126315 |
| 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) | 0.295421759469068 |
| Emissions (Co2eq in kg) | 0.06010745755431254 |
Note
12 juillet 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/fp_bs32_lr1e4_x8 |
| model_name | ft_1_11e6_x8 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 1.1e-05 |
| 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 | 0.708986 | 0.562505 |
| 1 | 0.262914 | 0.217017 | 0.932286 |
| 2 | 0.165449 | 0.225673 | 0.931609 |
| 3 | 0.098174 | 0.234166 | 0.927245 |
| 4 | 0.048191 | 0.329729 | 0.928670 |
| 5 | 0.020786 | 0.381500 | 0.920146 |
| 6 | 0.011245 | 0.420912 | 0.920879 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 19, 2024
- Updated
- Jul 14, 2024