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ft_4_4e6_x2
damgomz/ft_4_4e6_x2
ft_4_4e6_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.
All-time downloads
34
Public
Parameters
18.8M
3.8 GB on disk
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0
Public
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 14, 2024
- Updated
- Jul 13, 2024
- SHA
- 000ab70b
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 93099.41447257996 |
| Emissions (Co2eq in kg) | 0.0563358514619067 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.099087416333293 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0969774540921054 |
| Consumed energy (kWh) | 1.196064870425399 |
| 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) | 0.1792163728597164 |
| Emissions (Co2eq in kg) | 0.03646393733509381 |
Note
12 juillet 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/fp_bs16_lr1e4_x2 |
| model_name | ft_4_4e6_x2 |
| 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 | 0.699072 | 0.379764 |
| 1 | 0.348064 | 0.228626 | 0.927305 |
| 2 | 0.197015 | 0.212288 | 0.927893 |
| 3 | 0.148360 | 0.209466 | 0.931145 |
| 4 | 0.105579 | 0.236808 | 0.929475 |
| 5 | 0.062495 | 0.267084 | 0.934017 |
| 6 | 0.038427 | 0.325445 | 0.910378 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 14, 2024
- Updated
- Jul 13, 2024