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ft_4_18e6_base_x2
damgomz/ft_4_18e6_base_x2
ft_4_18e6_base_x2 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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32
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18.8M
150 MB on disk
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Repo makeup
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.safetensors75.1 MB · 97%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 20, 2024
- Updated
- Jun 20, 2024
- SHA
- feebe0c9
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 94524.55705022812 |
| Emissions (Co2eq in kg) | 0.0571982287538997 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.1159120390858914 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0984619392563896 |
| Consumed energy (kWh) | 1.2143739783422796 |
| 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) | 0.1819597723216891 |
| Emissions (Co2eq in kg) | 0.03702211817800601 |
Note
19 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_4_18e6_base_x2 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 1.8e-05 |
| 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 | 0.711654 | 0.602345 |
| 1 | 0.305945 | 0.263971 | 0.927532 |
| 2 | 0.219207 | 0.244098 | 0.918940 |
| 3 | 0.173592 | 0.247207 | 0.920302 |
| 4 | 0.134233 | 0.257727 | 0.929332 |
| 5 | 0.108779 | 0.318699 | 0.893528 |
| 6 | 0.078960 | 0.339589 | 0.918627 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 20, 2024
- Updated
- Jun 20, 2024