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ft_8_17e6_x12
damgomz/ft_8_17e6_x12
ft_8_17e6_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.
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174
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89.7M
10 GB on disk
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Repo makeup
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.safetensors359 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 19, 2024
- Updated
- Jul 13, 2024
- SHA
- ed381539
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 90660.70899128914 |
| Emissions (Co2eq in kg) | 0.0548601715089413 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.070297518442741 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0944372326016426 |
| Consumed energy (kWh) | 1.1647347510443795 |
| 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) | 0.1745218648082316 |
| Emissions (Co2eq in kg) | 0.03550877768825491 |
Note
12 juillet 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/fp_bs8_lr1e4_x12 |
| model_name | ft_8_17e6_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 1.7e-05 |
| 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 | 0.706138 | 0.177932 |
| 1 | 0.280967 | 0.247952 | 0.933759 |
| 2 | 0.142557 | 0.234829 | 0.906251 |
| 3 | 0.052148 | 0.327970 | 0.901344 |
| 4 | 0.017939 | 0.423061 | 0.913929 |
| 5 | 0.013717 | 0.463337 | 0.916475 |
| 6 | 0.011623 | 0.478802 | 0.908101 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 19, 2024
- Updated
- Jul 13, 2024