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ft_4_4e6_base_x1
damgomz/ft_4_4e6_base_x1
ft_4_4e6_base_x1 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
26
Public
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11.7M
4.2 GB on disk
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0
Public
Repo makeup
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.safetensors46.7 MB · 95%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- May 28, 2024
- Updated
- Jun 15, 2024
- SHA
- c0b61728
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 91907.20000362396 |
| Emissions (Co2eq in kg) | 0.0556144205719261 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.0850126116880108 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0957355798987047 |
| Consumed energy (kWh) | 1.180748191586721 |
| 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) | 0.17692136000697614 |
| Emissions (Co2eq in kg) | 0.03599698666808605 |
Note
14 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_4_4e6_base_x1 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 4e-06 |
| 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 | 0.728194 | 0.500574 |
| 1 | 0.302032 | 0.242229 | 0.932686 |
| 2 | 0.185042 | 0.232442 | 0.940201 |
| 3 | 0.131010 | 0.227735 | 0.925830 |
| 4 | 0.083786 | 0.254136 | 0.921628 |
| 5 | 0.050404 | 0.275879 | 0.918391 |
| 6 | 0.029284 | 0.327849 | 0.929730 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- May 28, 2024
- Updated
- Jun 15, 2024