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ft_2_7e6_x1
damgomz/ft_2_7e6_x1
ft_2_7e6_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
35
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11.7M
2.4 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
- Jun 17, 2024
- Updated
- Jul 13, 2024
- SHA
- 4fa7c429
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 67785.1433699131 |
| Emissions (Co2eq in kg) | 0.0410178552228282 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.8002399130768247 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0706090120591223 |
| Consumed energy (kWh) | 0.8708489251359463 |
| 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) | 0.1304864009870827 |
| Emissions (Co2eq in kg) | 0.026549181153215962 |
Note
12 juillet 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/fp_bs32_lr1e4_x1 |
| model_name | ft_2_7e6_x1 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 7e-06 |
| batch_size | 2 |
| 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 | 0.690645 | 0.758683 |
| 1 | 0.246896 | 0.196287 | 0.924232 |
| 2 | 0.147796 | 0.200007 | 0.922484 |
| 3 | 0.085184 | 0.214433 | 0.925237 |
| 4 | 0.036088 | 0.288047 | 0.938051 |
| 5 | 0.014605 | 0.313432 | 0.922647 |
| 6 | 0.006550 | 0.381386 | 0.931845 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 17, 2024
- Updated
- Jul 13, 2024