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ft_8_7e6_x8
damgomz/ft_8_7e6_x8
ft_8_7e6_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.
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31
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61.3M
13 GB on disk
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Repo makeup
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.safetensors245 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 14, 2024
- Updated
- Jul 13, 2024
- SHA
- b264f2e1
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 88408.58547854424 |
| Emissions (Co2eq in kg) | 0.0534973660448023 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.0437098261069913 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0920912406389913 |
| Consumed energy (kWh) | 1.1358010667459797 |
| 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) | 0.17018652704619766 |
| Emissions (Co2eq in kg) | 0.03462669597909649 |
Note
12 juillet 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/fp_bs32_lr1e4_x8 |
| model_name | ft_8_7e6_x8 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 7e-06 |
| batch_size | 8 |
| 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 | 0.699161 | 0.833021 |
| 1 | 0.280431 | 0.213579 | 0.933987 |
| 2 | 0.169963 | 0.205796 | 0.931612 |
| 3 | 0.116582 | 0.230780 | 0.920180 |
| 4 | 0.069861 | 0.275800 | 0.925098 |
| 5 | 0.042282 | 0.338544 | 0.911600 |
| 6 | 0.029790 | 0.343716 | 0.917420 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 14, 2024
- Updated
- Jul 13, 2024