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ft_2_12e6_base_x12
damgomz/ft_2_12e6_base_x12
ft_2_12e6_base_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.
All-time downloads
21
Public
Parameters
89.7M
3.9 GB on disk
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0
Public
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
- Jun 21, 2024
- SHA
- 84d94ac4
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 122052.76825380324 |
| Emissions (Co2eq in kg) | 0.0738559748976662 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.4408972258443649 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.12713689015458 |
| Consumed energy (kWh) | 1.5680341159989435 |
| 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) | 0.2349515788885712 |
| Emissions (Co2eq in kg) | 0.04780400089940627 |
Note
19 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_2_12e6_base_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 1.2e-05 |
| 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 | 0.750386 | 0.391343 |
| 1 | 0.330289 | 0.274714 | 0.877760 |
| 2 | 0.239347 | 0.254215 | 0.882269 |
| 3 | 0.189316 | 0.250256 | 0.916003 |
| 4 | 0.159790 | 0.249364 | 0.908875 |
| 5 | 0.127783 | 0.270616 | 0.921408 |
| 6 | 0.107077 | 0.307012 | 0.910310 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 19, 2024
- Updated
- Jun 21, 2024