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ft_32_4e6_base_x12
damgomz/ft_32_4e6_base_x12
ft_32_4e6_base_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
31
Public
Parameters
89.7M
10.4 GB on disk
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0
Public
Repo makeup
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.safetensors359 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 23, 2024
- Updated
- Jun 24, 2024
- SHA
- badd7e40
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 74115.86743354797 |
| Emissions (Co2eq in kg) | 0.0448486418826797 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.8749770166450078 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0772032318142553 |
| Consumed energy (kWh) | 0.952180248459263 |
| 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) | 0.14267304480957985 |
| Emissions (Co2eq in kg) | 0.029028714744806287 |
Note
19 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_32_4e6_base_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 4e-06 |
| batch_size | 32 |
| 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 | 0.727735 | 0.456730 |
| 1 | 0.396399 | 0.319076 | 0.889635 |
| 2 | 0.285400 | 0.280777 | 0.903426 |
| 3 | 0.246437 | 0.259405 | 0.917629 |
| 4 | 0.216868 | 0.237590 | 0.903710 |
| 5 | 0.189485 | 0.238768 | 0.925519 |
| 6 | 0.174331 | 0.239025 | 0.904234 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 23, 2024
- Updated
- Jun 24, 2024